The telecom operator Interconnect would like to forecast churn of their clients. To ensure loyalty, those who are predicted to leave will be offered promotional codes and special plans.
# import libraries
import pandas as pd
import numpy as np
import plotly_express as px
import seaborn as sns
from ydata_profiling.profile_report import ProfileReport
from sklearn.preprocessing import OrdinalEncoder
from sklearn.preprocessing import StandardScaler
from sklearn.model_selection import cross_val_score, GridSearchCV, KFold, train_test_split
from sklearn.ensemble import AdaBoostClassifier, GradientBoostingClassifier, VotingClassifier
from catboost import CatBoostClassifier, Pool, cv
from xgboost import XGBClassifier
import lightgbm as lgb
from imblearn.over_sampling import SMOTE
from imblearn.pipeline import Pipeline
from sklearn.utils import shuffle
from sklearn.metrics import roc_auc_score, roc_curve, auc
# load data
contract = pd.read_csv('datasets/contract.csv', parse_dates=[1, 2])
internet = pd.read_csv('datasets/internet.csv')
personal = pd.read_csv('datasets/personal.csv')
phone = pd.read_csv('datasets/phone.csv')
# EDA profile reports
con_prof = ProfileReport(contract, title= 'Contract Profile')
int_prof = ProfileReport(internet, title= 'Internet Profile')
per_prof = ProfileReport(personal, title= 'Personal Profile')
pho_prof = ProfileReport(phone, title= 'Contract Profile')
# contract profile report
con_prof
Summarize dataset: 0%| | 0/5 [00:00<?, ?it/s]
Generate report structure: 0%| | 0/1 [00:00<?, ?it/s]
Render HTML: 0%| | 0/1 [00:00<?, ?it/s]
The contract dataset contains a few features, and the target variable in the form of end date. If the customer has churned, there will be an end date, otherwise the customer is still with the company. Therefore, we can see class imbalance, which will need to be rectified to improve the score of the model. The column names will need to be changed to lowercase, and underscores will be added to separate words. Customer Id is a common column among all the datasets, therefore we will use that to combine them. Customer id contains 7043 values, and all are unique. Of note, begin date has moderate correlation with type. This dataset does not contain missing values, ut has categorical columns that may need encoding.
# internet profile report
int_prof
Summarize dataset: 0%| | 0/5 [00:00<?, ?it/s]
Generate report structure: 0%| | 0/1 [00:00<?, ?it/s]
Render HTML: 0%| | 0/1 [00:00<?, ?it/s]
The internet dataset contains a customer id column with a few other categorical features. The dataset contains 5517 observations with no missing values. This profile report also shows us the distributions of the different features. Most of the features have two distinct values, the absence or presence of a service.
# personal profile report
per_prof
Summarize dataset: 0%| | 0/5 [00:00<?, ?it/s]
Generate report structure: 0%| | 0/1 [00:00<?, ?it/s]
Render HTML: 0%| | 0/1 [00:00<?, ?it/s]
EDA shows us that gender among the personal dataset is even. A vast majority of customers are not senior citizens, and the distribution of having a partner is fairly even. A majority of customers have dependents. The dataset is free of missing values.
# phone profile report
pho_prof
Summarize dataset: 0%| | 0/5 [00:00<?, ?it/s]
Generate report structure: 0%| | 0/1 [00:00<?, ?it/s]
Render HTML: 0%| | 0/1 [00:00<?, ?it/s]
This dataset has one column that has a yes or no value for multiple lines, paired with customer id. The multiple lines feature is fairly balanced with no values missing.
The different datasets will be combined into one full dataset by joining on the column id. The dates column will be parsed to create new features. Furthermore, the end date column will be label encoded.
Analysis will be done to se if the the full dataset contains clusters of customers.
Some boosting models work with categorical features natively, but we may have to label encode those features. We will also need to scale the data, and balance the classes for churn by upsampling. We will then test across a couple of models, and optimize the AUCROC score. Finally, we will see if a voting classifier improves the AUCROC further.
# contract columns
contract.columns
Index(['customerID', 'BeginDate', 'EndDate', 'Type', 'PaperlessBilling',
'PaymentMethod', 'MonthlyCharges', 'TotalCharges'],
dtype='object')
# change column names
contract.columns = ['customer_id', 'begin_date', 'end_date', 'type', 'paperless_billing', 'payment_method', 'monthly_charges', 'total_charges']
internet.columns = [ 'customer_id', 'internet_service', 'online_security', 'online_backup', 'device_protection', 'tech_support', 'streaming_tv', 'streaming_movies']
personal.columns = ['customer_id', 'gender', 'senior_citizen', 'partner', 'dependents']
phone.columns = ['customer_id', 'multiple_lines']
# new contract columns
contract.columns
Index(['customer_id', 'begin_date', 'end_date', 'type', 'paperless_billing',
'payment_method', 'monthly_charges', 'total_charges'],
dtype='object')
# new internet columns
internet.columns
Index(['customer_id', 'internet_service', 'online_security', 'online_backup',
'device_protection', 'tech_support', 'streaming_tv',
'streaming_movies'],
dtype='object')
# new personal columns
personal.columns
Index(['customer_id', 'gender', 'senior_citizen', 'partner', 'dependents'], dtype='object')
# new phone columns
phone.columns
Index(['customer_id', 'multiple_lines'], dtype='object')
# first merge
df2 = contract.merge(internet, how='left')
# results of first merge
df2.columns
Index(['customer_id', 'begin_date', 'end_date', 'type', 'paperless_billing',
'payment_method', 'monthly_charges', 'total_charges',
'internet_service', 'online_security', 'online_backup',
'device_protection', 'tech_support', 'streaming_tv',
'streaming_movies'],
dtype='object')
# second merge
df3 = df2.merge(personal, how='left')
# second merge results
df3.columns
Index(['customer_id', 'begin_date', 'end_date', 'type', 'paperless_billing',
'payment_method', 'monthly_charges', 'total_charges',
'internet_service', 'online_security', 'online_backup',
'device_protection', 'tech_support', 'streaming_tv', 'streaming_movies',
'gender', 'senior_citizen', 'partner', 'dependents'],
dtype='object')
# final merge
df = df3.merge(phone, how='left')
# final dataset columns
df.columns
Index(['customer_id', 'begin_date', 'end_date', 'type', 'paperless_billing',
'payment_method', 'monthly_charges', 'total_charges',
'internet_service', 'online_security', 'online_backup',
'device_protection', 'tech_support', 'streaming_tv', 'streaming_movies',
'gender', 'senior_citizen', 'partner', 'dependents', 'multiple_lines'],
dtype='object')
# info on the columns
df.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 7043 entries, 0 to 7042 Data columns (total 20 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 customer_id 7043 non-null object 1 begin_date 7043 non-null datetime64[ns] 2 end_date 7043 non-null object 3 type 7043 non-null object 4 paperless_billing 7043 non-null object 5 payment_method 7043 non-null object 6 monthly_charges 7043 non-null float64 7 total_charges 7043 non-null object 8 internet_service 5517 non-null object 9 online_security 5517 non-null object 10 online_backup 5517 non-null object 11 device_protection 5517 non-null object 12 tech_support 5517 non-null object 13 streaming_tv 5517 non-null object 14 streaming_movies 5517 non-null object 15 gender 7043 non-null object 16 senior_citizen 7043 non-null int64 17 partner 7043 non-null object 18 dependents 7043 non-null object 19 multiple_lines 6361 non-null object dtypes: datetime64[ns](1), float64(1), int64(1), object(17) memory usage: 1.1+ MB
# look at df
df.head()
| customer_id | begin_date | end_date | type | paperless_billing | payment_method | monthly_charges | total_charges | internet_service | online_security | online_backup | device_protection | tech_support | streaming_tv | streaming_movies | gender | senior_citizen | partner | dependents | multiple_lines | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 7590-VHVEG | 2020-01-01 | No | Month-to-month | Yes | Electronic check | 29.85 | 29.85 | DSL | No | Yes | No | No | No | No | Female | 0 | Yes | No | NaN |
| 1 | 5575-GNVDE | 2017-04-01 | No | One year | No | Mailed check | 56.95 | 1889.5 | DSL | Yes | No | Yes | No | No | No | Male | 0 | No | No | No |
| 2 | 3668-QPYBK | 2019-10-01 | 2019-12-01 00:00:00 | Month-to-month | Yes | Mailed check | 53.85 | 108.15 | DSL | Yes | Yes | No | No | No | No | Male | 0 | No | No | No |
| 3 | 7795-CFOCW | 2016-05-01 | No | One year | No | Bank transfer (automatic) | 42.30 | 1840.75 | DSL | Yes | No | Yes | Yes | No | No | Male | 0 | No | No | NaN |
| 4 | 9237-HQITU | 2019-09-01 | 2019-11-01 00:00:00 | Month-to-month | Yes | Electronic check | 70.70 | 151.65 | Fiber optic | No | No | No | No | No | No | Female | 0 | No | No | No |
# extracting new features from begin date
df['year'] = df.begin_date.dt.year
df['month'] = df.begin_date.dt.month
df['day'] = df.begin_date.dt.day
df['quarter'] = df.begin_date.dt.quarter
# create churn column
df['churn'] = np.where(df['end_date'] == 'No', 0, 1)
# drop ed_date for churn
df.drop(columns=['end_date', 'customer_id', 'begin_date'], inplace=True)
# look at the data
df.head()
| type | paperless_billing | payment_method | monthly_charges | total_charges | internet_service | online_security | online_backup | device_protection | tech_support | ... | gender | senior_citizen | partner | dependents | multiple_lines | year | month | day | quarter | churn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | Month-to-month | Yes | Electronic check | 29.85 | 29.85 | DSL | No | Yes | No | No | ... | Female | 0 | Yes | No | NaN | 2020 | 1 | 1 | 1 | 0 |
| 1 | One year | No | Mailed check | 56.95 | 1889.5 | DSL | Yes | No | Yes | No | ... | Male | 0 | No | No | No | 2017 | 4 | 1 | 2 | 0 |
| 2 | Month-to-month | Yes | Mailed check | 53.85 | 108.15 | DSL | Yes | Yes | No | No | ... | Male | 0 | No | No | No | 2019 | 10 | 1 | 4 | 1 |
| 3 | One year | No | Bank transfer (automatic) | 42.30 | 1840.75 | DSL | Yes | No | Yes | Yes | ... | Male | 0 | No | No | NaN | 2016 | 5 | 1 | 2 | 0 |
| 4 | Month-to-month | Yes | Electronic check | 70.70 | 151.65 | Fiber optic | No | No | No | No | ... | Female | 0 | No | No | No | 2019 | 9 | 1 | 3 | 1 |
5 rows × 22 columns
# check for missing values
df.isna().sum()
type 0 paperless_billing 0 payment_method 0 monthly_charges 0 total_charges 0 internet_service 1526 online_security 1526 online_backup 1526 device_protection 1526 tech_support 1526 streaming_tv 1526 streaming_movies 1526 gender 0 senior_citizen 0 partner 0 dependents 0 multiple_lines 682 year 0 month 0 day 0 quarter 0 churn 0 dtype: int64
# fill missing values with No, representing no service
df.fillna('No', inplace=True)
# recheck for missing values
df.isna().sum().sum()
0
# we found empty strings
df.query("total_charges==' '")
| type | paperless_billing | payment_method | monthly_charges | total_charges | internet_service | online_security | online_backup | device_protection | tech_support | ... | gender | senior_citizen | partner | dependents | multiple_lines | year | month | day | quarter | churn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 488 | Two year | Yes | Bank transfer (automatic) | 52.55 | DSL | Yes | No | Yes | Yes | ... | Female | 0 | Yes | Yes | No | 2020 | 2 | 1 | 1 | 0 | |
| 753 | Two year | No | Mailed check | 20.25 | No | No | No | No | No | ... | Male | 0 | No | Yes | No | 2020 | 2 | 1 | 1 | 0 | |
| 936 | Two year | No | Mailed check | 80.85 | DSL | Yes | Yes | Yes | No | ... | Female | 0 | Yes | Yes | No | 2020 | 2 | 1 | 1 | 0 | |
| 1082 | Two year | No | Mailed check | 25.75 | No | No | No | No | No | ... | Male | 0 | Yes | Yes | Yes | 2020 | 2 | 1 | 1 | 0 | |
| 1340 | Two year | No | Credit card (automatic) | 56.05 | DSL | Yes | Yes | Yes | Yes | ... | Female | 0 | Yes | Yes | No | 2020 | 2 | 1 | 1 | 0 | |
| 3331 | Two year | No | Mailed check | 19.85 | No | No | No | No | No | ... | Male | 0 | Yes | Yes | No | 2020 | 2 | 1 | 1 | 0 | |
| 3826 | Two year | No | Mailed check | 25.35 | No | No | No | No | No | ... | Male | 0 | Yes | Yes | Yes | 2020 | 2 | 1 | 1 | 0 | |
| 4380 | Two year | No | Mailed check | 20.00 | No | No | No | No | No | ... | Female | 0 | Yes | Yes | No | 2020 | 2 | 1 | 1 | 0 | |
| 5218 | One year | Yes | Mailed check | 19.70 | No | No | No | No | No | ... | Male | 0 | Yes | Yes | No | 2020 | 2 | 1 | 1 | 0 | |
| 6670 | Two year | No | Mailed check | 73.35 | DSL | No | Yes | Yes | Yes | ... | Female | 0 | Yes | Yes | Yes | 2020 | 2 | 1 | 1 | 0 | |
| 6754 | Two year | Yes | Bank transfer (automatic) | 61.90 | DSL | Yes | Yes | No | Yes | ... | Male | 0 | No | Yes | Yes | 2020 | 2 | 1 | 1 | 0 |
11 rows × 22 columns
# percentage of missing values
df.query("total_charges==' '")['total_charges'].count()/len(df) * 100
0.1561834445548772
Less than 0.2 % of the data has missing total charges.
# drop those rows where total charges is an empty string
df = df.drop(df[df['total_charges'] == ' '].index)
Initially, we thought to fill in these missing total charges with zero, but that would mean we made an inference that these customers did not use any services during their contract. We could have tried imputing the values, but since it represents only 0.2% of the data, we will drop it.
# checking proper implementation
df.query("total_charges==' '")
| type | paperless_billing | payment_method | monthly_charges | total_charges | internet_service | online_security | online_backup | device_protection | tech_support | ... | gender | senior_citizen | partner | dependents | multiple_lines | year | month | day | quarter | churn |
|---|
0 rows × 22 columns
# convert total charges to float
df.total_charges = pd.to_numeric(df.total_charges)
# looking at dtypes of columns
df.info()
<class 'pandas.core.frame.DataFrame'> Int64Index: 7032 entries, 0 to 7042 Data columns (total 22 columns): # Column Non-Null Count Dtype --- ------ -------------- ----- 0 type 7032 non-null object 1 paperless_billing 7032 non-null object 2 payment_method 7032 non-null object 3 monthly_charges 7032 non-null float64 4 total_charges 7032 non-null float64 5 internet_service 7032 non-null object 6 online_security 7032 non-null object 7 online_backup 7032 non-null object 8 device_protection 7032 non-null object 9 tech_support 7032 non-null object 10 streaming_tv 7032 non-null object 11 streaming_movies 7032 non-null object 12 gender 7032 non-null object 13 senior_citizen 7032 non-null int64 14 partner 7032 non-null object 15 dependents 7032 non-null object 16 multiple_lines 7032 non-null object 17 year 7032 non-null int64 18 month 7032 non-null int64 19 day 7032 non-null int64 20 quarter 7032 non-null int64 21 churn 7032 non-null int32 dtypes: float64(2), int32(1), int64(5), object(14) memory usage: 1.2+ MB
We added a few features to the dataset by parsing the dates, and separating them into their individual components. We then converted the end date column into a binary column named churn. After combining the datasets, we introduced missing values. We dropped those missing values so we could convert total charges into a float.
# summart stats
df.describe()
| monthly_charges | total_charges | senior_citizen | year | month | day | quarter | churn | |
|---|---|---|---|---|---|---|---|---|
| count | 7032.000000 | 7032.000000 | 7032.000000 | 7032.00000 | 7032.000000 | 7032.0 | 7032.000000 | 7032.000000 |
| mean | 64.798208 | 2283.300441 | 0.162400 | 2016.87372 | 6.428185 | 1.0 | 2.471985 | 0.265785 |
| std | 30.085974 | 2266.771362 | 0.368844 | 1.96824 | 3.576972 | 0.0 | 1.157273 | 0.441782 |
| min | 18.250000 | 18.800000 | 0.000000 | 2013.00000 | 1.000000 | 1.0 | 1.000000 | 0.000000 |
| 25% | 35.587500 | 401.450000 | 0.000000 | 2015.00000 | 3.000000 | 1.0 | 1.000000 | 0.000000 |
| 50% | 70.350000 | 1397.475000 | 0.000000 | 2017.00000 | 6.000000 | 1.0 | 2.000000 | 0.000000 |
| 75% | 89.862500 | 3794.737500 | 0.000000 | 2019.00000 | 10.000000 | 1.0 | 4.000000 | 1.000000 |
| max | 118.750000 | 8684.800000 | 1.000000 | 2020.00000 | 12.000000 | 1.0 | 4.000000 | 1.000000 |
# correlations
df.corr()
| monthly_charges | total_charges | senior_citizen | year | month | day | quarter | churn | |
|---|---|---|---|---|---|---|---|---|
| monthly_charges | 1.000000 | 0.651065 | 0.219874 | -0.263086 | -0.019613 | NaN | -0.029945 | 0.192858 |
| total_charges | 0.651065 | 1.000000 | 0.102411 | -0.819304 | -0.196624 | NaN | -0.209060 | -0.199484 |
| senior_citizen | 0.219874 | 0.102411 | 1.000000 | -0.027386 | 0.028569 | NaN | 0.020656 | 0.150541 |
| year | -0.263086 | -0.819304 | -0.027386 | 1.000000 | 0.084872 | NaN | 0.103909 | 0.293770 |
| month | -0.019613 | -0.196624 | 0.028569 | 0.084872 | 1.000000 | NaN | 0.974156 | 0.180522 |
| day | NaN | NaN | NaN | NaN | NaN | NaN | NaN | NaN |
| quarter | -0.029945 | -0.209060 | 0.020656 | 0.103909 | 0.974156 | NaN | 1.000000 | 0.173829 |
| churn | 0.192858 | -0.199484 | 0.150541 | 0.293770 | 0.180522 | NaN | 0.173829 | 1.000000 |
# target values
df.churn.value_counts()
0 5163 1 1869 Name: churn, dtype: int64
We see summary statistics on the full dataset. Looking at correlations, we see the begin date year has the strongest correlation with churn amongst the other features, yet is is a weak corelation. The monthly charges have a moderate negative correlation with the year.
# reset index
df = df.reset_index(drop=True)
# encoding categorical columns
columns = ['type', 'paperless_billing',
'payment_method',
'internet_service', 'online_security', 'online_backup',
'device_protection', 'tech_support', 'streaming_tv', 'streaming_movies',
'gender', 'senior_citizen', 'partner', 'dependents', 'multiple_lines']
encoder = OrdinalEncoder()
df_ordinal = pd.DataFrame(encoder.fit_transform(df[columns]), columns=df[columns].columns)
# ordinal dataset
df_ordinal.head()
| type | paperless_billing | payment_method | internet_service | online_security | online_backup | device_protection | tech_support | streaming_tv | streaming_movies | gender | senior_citizen | partner | dependents | multiple_lines | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 1.0 | 2.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 |
| 1 | 1.0 | 0.0 | 3.0 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 2 | 0.0 | 1.0 | 3.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 3 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 |
| 4 | 0.0 | 1.0 | 2.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 |
# replace categorical columns with ordinal columns
df[columns] = df_ordinal
# look at resulting dataframe
df.head()
| type | paperless_billing | payment_method | monthly_charges | total_charges | internet_service | online_security | online_backup | device_protection | tech_support | ... | gender | senior_citizen | partner | dependents | multiple_lines | year | month | day | quarter | churn | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 0.0 | 1.0 | 2.0 | 29.85 | 29.85 | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | ... | 0.0 | 0.0 | 1.0 | 0.0 | 0.0 | 2020 | 1 | 1 | 1 | 0 |
| 1 | 1.0 | 0.0 | 3.0 | 56.95 | 1889.50 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | ... | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2017 | 4 | 1 | 2 | 0 |
| 2 | 0.0 | 1.0 | 3.0 | 53.85 | 108.15 | 0.0 | 1.0 | 1.0 | 0.0 | 0.0 | ... | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2019 | 10 | 1 | 4 | 1 |
| 3 | 1.0 | 0.0 | 0.0 | 42.30 | 1840.75 | 0.0 | 1.0 | 0.0 | 1.0 | 1.0 | ... | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2016 | 5 | 1 | 2 | 0 |
| 4 | 0.0 | 1.0 | 2.0 | 70.70 | 151.65 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2019 | 9 | 1 | 3 | 1 |
5 rows × 22 columns
# features and target
X = df.drop(columns='churn')
y = df.churn
# train test split
X_train, X_test, y_train, y_test = train_test_split(
X, y, test_size=0.25, random_state=19)
# target value counts
y.value_counts()
0 5163 1 1869 Name: churn, dtype: int64
# look at training features
X_train.head()
| type | paperless_billing | payment_method | monthly_charges | total_charges | internet_service | online_security | online_backup | device_protection | tech_support | ... | streaming_movies | gender | senior_citizen | partner | dependents | multiple_lines | year | month | day | quarter | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 2272 | 0.0 | 1.0 | 2.0 | 109.15 | 6941.20 | 1.0 | 0.0 | 1.0 | 1.0 | 1.0 | ... | 1.0 | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 2014 | 8 | 1 | 3 |
| 4321 | 0.0 | 1.0 | 2.0 | 51.10 | 711.15 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 1.0 | 2018 | 11 | 1 | 4 |
| 3545 | 0.0 | 1.0 | 2.0 | 79.60 | 79.60 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | ... | 1.0 | 0.0 | 0.0 | 0.0 | 1.0 | 0.0 | 2019 | 9 | 1 | 3 |
| 3940 | 0.0 | 0.0 | 1.0 | 55.80 | 300.40 | 0.0 | 1.0 | 0.0 | 1.0 | 0.0 | ... | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2019 | 9 | 1 | 3 |
| 125 | 2.0 | 1.0 | 2.0 | 88.95 | 3027.65 | 1.0 | 1.0 | 0.0 | 0.0 | 1.0 | ... | 0.0 | 1.0 | 0.0 | 0.0 | 0.0 | 0.0 | 2017 | 5 | 1 | 2 |
5 rows × 21 columns
First, we encoding all the categorical columns with label encoding. we followed up by separating the data into features and targets. We then noticed the class imbalance in churn, sow e used upsampling to rectify this. Then, we concluded preprocessing with the standard scaling on the numerical columns. Looking at our final training dataset, we are prepared for modeling.
# make copy of df
df_copy = df.copy()
# K means
from sklearn.cluster import KMeans
km = KMeans(n_clusters=2, random_state=19)
km.fit(df_copy)
print('Cluster centroids:')
print(km.cluster_centers_)
print()
print(km.inertia_)
Cluster centroids: [[1.17328865e+00 7.01292484e-01 1.12733365e+00 9.12255625e+01 5.36420701e+03 6.68262326e-01 5.42364768e-01 6.74964098e-01 6.84059359e-01 5.57204404e-01 7.25227382e-01 7.28099569e-01 4.98803255e-01 2.12063188e-01 6.83580661e-01 3.35088559e-01 7.24269986e-01 2.01474964e+03 5.65581618e+00 1.00000000e+00 2.20631881e+00 1.53662039e-01] [4.83714344e-01 5.46833907e-01 1.76168319e+00 5.36295367e+01 9.81254350e+02 9.58931823e-01 1.78434149e-01 2.05340886e-01 2.00080923e-01 1.77220312e-01 2.40339875e-01 2.44790613e-01 5.07181873e-01 1.41412098e-01 3.97531863e-01 2.83026502e-01 2.94153348e-01 2.01777139e+03 6.75460247e+00 1.00000000e+00 2.58426057e+00 3.13170140e-01]] 7922736403.502683
# pairplot
centroids = pd.DataFrame(km.cluster_centers_, columns=df_copy.columns)
df_copy['label'] = km.labels_.astype(str)
centroids['label'] = ['0 centroid', '1 centroid']
data_all = pd.concat([df_copy, centroids], ignore_index=True)
# Plot the graph
sns.pairplot(data_all, hue='label', diag_kind='hist')
<seaborn.axisgrid.PairGrid at 0x19a290cddc0>
Looking at the pairplot, we can clearly see the two clusters in various category pairs.
# K fold cross val
kf = KFold(n_splits=5, shuffle=True, random_state=19)
We initially used K-fold cross validation for hyperparameter tuning using gridsearch cv.
# Classifier pipeline
pipe_ada = Pipeline([('scalar1', StandardScaler()), ('oversampler1', SMOTE(random_state=19)), ('ada_classifier', AdaBoostClassifier(n_estimators=500, random_state=19, learning_rate=0.1))])
pipe_xg = Pipeline([('scalar1', StandardScaler()), ('oversampler1', SMOTE(random_state=19)), ('xg_classifier', XGBClassifier(learning_rate=0.5, max_depth=5, n_estimators=1500))])
pipe_lgbm = Pipeline([('scalar1', StandardScaler()), ('oversampler1', SMOTE(random_state=19)), ('lgbm_classifier', lgb.LGBMClassifier(num_boost_round=500, objective='binary', metric='auc', random_state=19, learning_rate=0.1, n_estimators=350, num_leaves=30, max_depth=20, boosting_type='gbdt'))])
pipe_gb = Pipeline([('scalar1', StandardScaler()), ('oversampler1', SMOTE(random_state=19)), ('gb_classifier', GradientBoostingClassifier(n_estimators=1500, learning_rate=0.1, random_state=19, max_depth=5))])
pipe_cat = Pipeline([('scalar1', StandardScaler()), ('oversampler1', SMOTE(random_state=19)), ('cat_classifier', CatBoostClassifier(task_type='GPU', loss_function='Logloss', eval_metric='AUC', iterations=1500, random_seed=19))])
pipe_vote = Pipeline([('scalar1', StandardScaler()), ('oversampler1', SMOTE(random_state=19)), ('vote_classifier', VotingClassifier(estimators=[('ada', pipe_ada), ('xgb', pipe_xg), ('lgb', pipe_lgbm), ('cat', pipe_cat)], verbose=1, voting='soft'))])
pipelines = [pipe_ada, pipe_xg, pipe_lgbm, pipe_gb, pipe_cat, pipe_vote]
best_auc = 0
best_classifier = 0
best_pipeline = ""
pipe_dict = {0: 'ADA Boost', 1: 'XG Boost', 2: 'Light GBM', 3: 'Gradient Boost', 4: 'Cat Boost', 5: 'Voting Classifier'}
# Use cross-validation to evaluate the models
for i, model in enumerate(pipelines):
scores = cross_val_score(model, X_train, y_train, cv=5, scoring='roc_auc')
print('{} Cross-Validation AUC-ROC: {:.2f}'.format(pipe_dict[i], scores.mean()))
if scores.mean() > best_auc:
best_auc = scores.mean()
best_pipeline = model
best_classifier = i
# Print the best classifier
print('\nClassifier with the best AUC-ROC: {}'.format(pipe_dict[best_classifier]))
ADA Boost Cross-Validation AUC-ROC: 0.87 XG Boost Cross-Validation AUC-ROC: 0.93 [LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500 Light GBM Cross-Validation AUC-ROC: 0.92 Gradient Boost Cross-Validation AUC-ROC: 0.91 Learning rate set to 0.021203
Default metric period is 5 because AUC is/are not implemented for GPU
0: total: 86.7ms remaining: 2m 9s 1: total: 167ms remaining: 2m 4s 2: total: 247ms remaining: 2m 3s 3: total: 330ms remaining: 2m 3s 4: total: 407ms remaining: 2m 1s 5: total: 469ms remaining: 1m 56s 6: total: 530ms remaining: 1m 53s 7: total: 595ms remaining: 1m 51s 8: total: 659ms remaining: 1m 49s 9: total: 719ms remaining: 1m 47s 10: total: 783ms remaining: 1m 45s 11: total: 848ms remaining: 1m 45s 12: total: 910ms remaining: 1m 44s 13: total: 968ms remaining: 1m 42s 14: total: 1.03s remaining: 1m 41s 15: total: 1.09s remaining: 1m 41s 16: total: 1.17s remaining: 1m 41s 17: total: 1.23s remaining: 1m 41s 18: total: 1.29s remaining: 1m 40s 19: total: 1.36s remaining: 1m 40s 20: total: 1.42s remaining: 1m 40s 21: total: 1.48s remaining: 1m 39s 22: total: 1.54s remaining: 1m 38s 23: total: 1.59s remaining: 1m 38s 24: total: 1.66s remaining: 1m 37s 25: total: 1.72s remaining: 1m 37s 26: total: 1.77s remaining: 1m 36s 27: total: 1.83s remaining: 1m 36s 28: total: 1.89s remaining: 1m 35s 29: total: 1.95s remaining: 1m 35s 30: total: 2.02s remaining: 1m 35s 31: total: 2.1s remaining: 1m 36s 32: total: 2.16s remaining: 1m 35s 33: total: 2.21s remaining: 1m 35s 34: total: 2.27s remaining: 1m 35s 35: total: 2.34s remaining: 1m 35s 36: total: 2.4s remaining: 1m 34s 37: total: 2.45s remaining: 1m 34s 38: total: 2.51s remaining: 1m 33s 39: total: 2.56s remaining: 1m 33s 40: total: 2.62s remaining: 1m 33s 41: total: 2.68s remaining: 1m 33s 42: total: 2.74s remaining: 1m 32s 43: total: 2.8s remaining: 1m 32s 44: total: 2.87s remaining: 1m 32s 45: total: 2.92s remaining: 1m 32s 46: total: 2.99s remaining: 1m 32s 47: total: 3.06s remaining: 1m 32s 48: total: 3.12s remaining: 1m 32s 49: total: 3.19s remaining: 1m 32s 50: total: 3.26s remaining: 1m 32s 51: total: 3.34s remaining: 1m 33s 52: total: 3.42s remaining: 1m 33s 53: total: 3.5s remaining: 1m 33s 54: total: 3.57s remaining: 1m 33s 55: total: 3.64s remaining: 1m 33s 56: total: 3.71s remaining: 1m 34s 57: total: 3.79s remaining: 1m 34s 58: total: 3.85s remaining: 1m 34s 59: total: 3.94s remaining: 1m 34s 60: total: 4.01s remaining: 1m 34s 61: total: 4.08s remaining: 1m 34s 62: total: 4.14s remaining: 1m 34s 63: total: 4.22s remaining: 1m 34s 64: total: 4.29s remaining: 1m 34s 65: total: 4.37s remaining: 1m 34s 66: total: 4.44s remaining: 1m 34s 67: total: 4.5s remaining: 1m 34s 68: total: 4.67s remaining: 1m 36s 69: total: 4.74s remaining: 1m 36s 70: total: 4.81s remaining: 1m 36s 71: total: 4.89s remaining: 1m 36s 72: total: 4.96s remaining: 1m 36s 73: total: 5.02s remaining: 1m 36s 74: total: 5.1s remaining: 1m 36s 75: total: 5.17s remaining: 1m 36s 76: total: 5.23s remaining: 1m 36s 77: total: 5.3s remaining: 1m 36s 78: total: 5.38s remaining: 1m 36s 79: total: 5.44s remaining: 1m 36s 80: total: 5.51s remaining: 1m 36s 81: total: 5.58s remaining: 1m 36s 82: total: 5.66s remaining: 1m 36s 83: total: 5.73s remaining: 1m 36s 84: total: 5.8s remaining: 1m 36s 85: total: 5.87s remaining: 1m 36s 86: total: 5.92s remaining: 1m 36s 87: total: 5.98s remaining: 1m 35s 88: total: 6.04s remaining: 1m 35s 89: total: 6.1s remaining: 1m 35s 90: total: 6.16s remaining: 1m 35s 91: total: 6.22s remaining: 1m 35s 92: total: 6.29s remaining: 1m 35s 93: total: 6.35s remaining: 1m 34s 94: total: 6.4s remaining: 1m 34s 95: total: 6.46s remaining: 1m 34s 96: total: 6.52s remaining: 1m 34s 97: total: 6.57s remaining: 1m 34s 98: total: 6.63s remaining: 1m 33s 99: total: 6.68s remaining: 1m 33s 100: total: 6.74s remaining: 1m 33s 101: total: 6.8s remaining: 1m 33s 102: total: 6.86s remaining: 1m 33s 103: total: 6.92s remaining: 1m 32s 104: total: 6.98s remaining: 1m 32s 105: total: 7.03s remaining: 1m 32s 106: total: 7.09s remaining: 1m 32s 107: total: 7.15s remaining: 1m 32s 108: total: 7.21s remaining: 1m 31s 109: total: 7.27s remaining: 1m 31s 110: total: 7.32s remaining: 1m 31s 111: total: 7.38s remaining: 1m 31s 112: total: 7.44s remaining: 1m 31s 113: total: 7.5s remaining: 1m 31s 114: total: 7.55s remaining: 1m 30s 115: total: 7.61s remaining: 1m 30s 116: total: 7.66s remaining: 1m 30s 117: total: 7.71s remaining: 1m 30s 118: total: 7.77s remaining: 1m 30s 119: total: 7.83s remaining: 1m 30s 120: total: 7.88s remaining: 1m 29s 121: total: 7.94s remaining: 1m 29s 122: total: 8s remaining: 1m 29s 123: total: 8.05s remaining: 1m 29s 124: total: 8.11s remaining: 1m 29s 125: total: 8.16s remaining: 1m 29s 126: total: 8.22s remaining: 1m 28s 127: total: 8.28s remaining: 1m 28s 128: total: 8.33s remaining: 1m 28s 129: total: 8.38s remaining: 1m 28s 130: total: 8.44s remaining: 1m 28s 131: total: 8.51s remaining: 1m 28s 132: total: 8.56s remaining: 1m 27s 133: total: 8.61s remaining: 1m 27s 134: total: 8.66s remaining: 1m 27s 135: total: 8.71s remaining: 1m 27s 136: total: 8.77s remaining: 1m 27s 137: total: 8.83s remaining: 1m 27s 138: total: 8.88s remaining: 1m 26s 139: total: 8.93s remaining: 1m 26s 140: total: 8.99s remaining: 1m 26s 141: total: 9.04s remaining: 1m 26s 142: total: 9.09s remaining: 1m 26s 143: total: 9.14s remaining: 1m 26s 144: total: 9.2s remaining: 1m 25s 145: total: 9.25s remaining: 1m 25s 146: total: 9.3s remaining: 1m 25s 147: total: 9.36s remaining: 1m 25s 148: total: 9.41s remaining: 1m 25s 149: total: 9.47s remaining: 1m 25s 150: total: 9.52s remaining: 1m 25s 151: total: 9.57s remaining: 1m 24s 152: total: 9.63s remaining: 1m 24s 153: total: 9.68s remaining: 1m 24s 154: total: 9.73s remaining: 1m 24s 155: total: 9.78s remaining: 1m 24s 156: total: 9.83s remaining: 1m 24s 157: total: 9.88s remaining: 1m 23s 158: total: 9.93s remaining: 1m 23s 159: total: 9.98s remaining: 1m 23s 160: total: 10s remaining: 1m 23s 161: total: 10.1s remaining: 1m 23s 162: total: 10.1s remaining: 1m 23s 163: total: 10.2s remaining: 1m 22s 164: total: 10.2s remaining: 1m 22s 165: total: 10.3s remaining: 1m 22s 166: total: 10.3s remaining: 1m 22s 167: total: 10.4s remaining: 1m 22s 168: total: 10.4s remaining: 1m 22s 169: total: 10.5s remaining: 1m 22s 170: total: 10.5s remaining: 1m 21s 171: total: 10.6s remaining: 1m 21s 172: total: 10.6s remaining: 1m 21s 173: total: 10.7s remaining: 1m 21s 174: total: 10.7s remaining: 1m 21s 175: total: 10.8s remaining: 1m 21s 176: total: 10.8s remaining: 1m 20s 177: total: 10.9s remaining: 1m 20s 178: total: 10.9s remaining: 1m 20s 179: total: 11s remaining: 1m 20s 180: total: 11s remaining: 1m 20s 181: total: 11.1s remaining: 1m 20s 182: total: 11.1s remaining: 1m 20s 183: total: 11.2s remaining: 1m 20s 184: total: 11.2s remaining: 1m 19s 185: total: 11.3s remaining: 1m 19s 186: total: 11.3s remaining: 1m 19s 187: total: 11.4s remaining: 1m 19s 188: total: 11.4s remaining: 1m 19s 189: total: 11.5s remaining: 1m 19s 190: total: 11.5s remaining: 1m 19s 191: total: 11.6s remaining: 1m 19s 192: total: 11.7s remaining: 1m 18s 193: total: 11.7s remaining: 1m 18s 194: total: 11.8s remaining: 1m 18s 195: total: 11.8s remaining: 1m 18s 196: total: 11.9s remaining: 1m 18s 197: total: 11.9s remaining: 1m 18s 198: total: 11.9s remaining: 1m 18s 199: total: 12s remaining: 1m 17s 200: total: 12s remaining: 1m 17s 201: total: 12.1s remaining: 1m 17s 202: total: 12.1s remaining: 1m 17s 203: total: 12.2s remaining: 1m 17s 204: total: 12.2s remaining: 1m 17s 205: total: 12.3s remaining: 1m 17s 206: total: 12.3s remaining: 1m 17s 207: total: 12.4s remaining: 1m 16s 208: total: 12.4s remaining: 1m 16s 209: total: 12.5s remaining: 1m 16s 210: total: 12.5s remaining: 1m 16s 211: total: 12.6s remaining: 1m 16s 212: total: 12.6s remaining: 1m 16s 213: total: 12.7s remaining: 1m 16s 214: total: 12.8s remaining: 1m 16s 215: total: 12.8s remaining: 1m 16s 216: total: 12.9s remaining: 1m 16s 217: total: 12.9s remaining: 1m 15s 218: total: 13s remaining: 1m 15s 219: total: 13s remaining: 1m 15s 220: total: 13.1s remaining: 1m 15s 221: total: 13.1s remaining: 1m 15s 222: total: 13.2s remaining: 1m 15s 223: total: 13.2s remaining: 1m 15s 224: total: 13.3s remaining: 1m 15s 225: total: 13.3s remaining: 1m 15s 226: total: 13.4s remaining: 1m 15s 227: total: 13.4s remaining: 1m 14s 228: total: 13.5s remaining: 1m 14s 229: total: 13.5s remaining: 1m 14s 230: total: 13.6s remaining: 1m 14s 231: total: 13.6s remaining: 1m 14s 232: total: 13.7s remaining: 1m 14s 233: total: 13.7s remaining: 1m 14s 234: total: 13.8s remaining: 1m 14s 235: total: 13.8s remaining: 1m 14s 236: total: 13.9s remaining: 1m 14s 237: total: 13.9s remaining: 1m 13s 238: total: 14s remaining: 1m 13s 239: total: 14s remaining: 1m 13s 240: total: 14.1s remaining: 1m 13s 241: total: 14.1s remaining: 1m 13s 242: total: 14.2s remaining: 1m 13s 243: total: 14.2s remaining: 1m 13s 244: total: 14.3s remaining: 1m 13s 245: total: 14.3s remaining: 1m 13s 246: total: 14.4s remaining: 1m 13s 247: total: 14.4s remaining: 1m 12s 248: total: 14.5s remaining: 1m 12s 249: total: 14.5s remaining: 1m 12s 250: total: 14.6s remaining: 1m 12s 251: total: 14.6s remaining: 1m 12s 252: total: 14.7s remaining: 1m 12s 253: total: 14.8s remaining: 1m 12s 254: total: 14.8s remaining: 1m 12s 255: total: 14.9s remaining: 1m 12s 256: total: 14.9s remaining: 1m 12s 257: total: 15s remaining: 1m 12s 258: total: 15s remaining: 1m 12s 259: total: 15.1s remaining: 1m 11s 260: total: 15.1s remaining: 1m 11s 261: total: 15.2s remaining: 1m 11s 262: total: 15.3s remaining: 1m 11s 263: total: 15.3s remaining: 1m 11s 264: total: 15.4s remaining: 1m 11s 265: total: 15.4s remaining: 1m 11s 266: total: 15.5s remaining: 1m 11s 267: total: 15.5s remaining: 1m 11s 268: total: 15.6s remaining: 1m 11s 269: total: 15.6s remaining: 1m 11s 270: total: 15.7s remaining: 1m 11s 271: total: 15.7s remaining: 1m 11s 272: total: 15.8s remaining: 1m 10s 273: total: 15.8s remaining: 1m 10s 274: total: 15.9s remaining: 1m 10s 275: total: 15.9s remaining: 1m 10s 276: total: 16s remaining: 1m 10s 277: total: 16.1s remaining: 1m 10s 278: total: 16.1s remaining: 1m 10s 279: total: 16.2s remaining: 1m 10s 280: total: 16.2s remaining: 1m 10s 281: total: 16.3s remaining: 1m 10s 282: total: 16.3s remaining: 1m 10s 283: total: 16.4s remaining: 1m 10s 284: total: 16.4s remaining: 1m 10s 285: total: 16.5s remaining: 1m 10s 286: total: 16.6s remaining: 1m 9s 287: total: 16.6s remaining: 1m 9s 288: total: 16.7s remaining: 1m 9s 289: total: 16.7s remaining: 1m 9s 290: total: 16.8s remaining: 1m 9s 291: total: 16.8s remaining: 1m 9s 292: total: 16.9s remaining: 1m 9s 293: total: 16.9s remaining: 1m 9s 294: total: 17s remaining: 1m 9s 295: total: 17.1s remaining: 1m 9s 296: total: 17.1s remaining: 1m 9s 297: total: 17.2s remaining: 1m 9s 298: total: 17.2s remaining: 1m 9s 299: total: 17.3s remaining: 1m 9s 300: total: 17.3s remaining: 1m 9s 301: total: 17.4s remaining: 1m 8s 302: total: 17.4s remaining: 1m 8s 303: total: 17.5s remaining: 1m 8s 304: total: 17.6s remaining: 1m 8s 305: total: 17.6s remaining: 1m 8s 306: total: 17.7s remaining: 1m 8s 307: total: 17.7s remaining: 1m 8s 308: total: 17.8s remaining: 1m 8s 309: total: 17.8s remaining: 1m 8s 310: total: 17.9s remaining: 1m 8s 311: total: 17.9s remaining: 1m 8s 312: total: 18s remaining: 1m 8s 313: total: 18.1s remaining: 1m 8s 314: total: 18.1s remaining: 1m 8s 315: total: 18.2s remaining: 1m 8s 316: total: 18.2s remaining: 1m 8s 317: total: 18.3s remaining: 1m 7s 318: total: 18.3s remaining: 1m 7s 319: total: 18.4s remaining: 1m 7s 320: total: 18.4s remaining: 1m 7s 321: total: 18.5s remaining: 1m 7s 322: total: 18.5s remaining: 1m 7s 323: total: 18.6s remaining: 1m 7s 324: total: 18.7s remaining: 1m 7s 325: total: 18.7s remaining: 1m 7s 326: total: 18.8s remaining: 1m 7s 327: total: 18.8s remaining: 1m 7s 328: total: 18.9s remaining: 1m 7s 329: total: 18.9s remaining: 1m 7s 330: total: 19s remaining: 1m 7s 331: total: 19.1s remaining: 1m 7s 332: total: 19.1s remaining: 1m 6s 333: total: 19.2s remaining: 1m 6s 334: total: 19.2s remaining: 1m 6s 335: total: 19.3s remaining: 1m 6s 336: total: 19.3s remaining: 1m 6s 337: total: 19.4s remaining: 1m 6s 338: total: 19.4s remaining: 1m 6s 339: total: 19.5s remaining: 1m 6s 340: total: 19.6s remaining: 1m 6s 341: total: 19.6s remaining: 1m 6s 342: total: 19.7s remaining: 1m 6s 343: total: 19.7s remaining: 1m 6s 344: total: 19.8s remaining: 1m 6s 345: total: 19.8s remaining: 1m 6s 346: total: 19.9s remaining: 1m 6s 347: total: 19.9s remaining: 1m 5s 348: total: 20s remaining: 1m 5s 349: total: 20s remaining: 1m 5s 350: total: 20.1s remaining: 1m 5s 351: total: 20.2s remaining: 1m 5s 352: total: 20.2s remaining: 1m 5s 353: total: 20.2s remaining: 1m 5s 354: total: 20.3s remaining: 1m 5s 355: total: 20.4s remaining: 1m 5s 356: total: 20.4s remaining: 1m 5s 357: total: 20.5s remaining: 1m 5s 358: total: 20.5s remaining: 1m 5s 359: total: 20.6s remaining: 1m 5s 360: total: 20.6s remaining: 1m 5s 361: total: 20.7s remaining: 1m 5s 362: total: 20.7s remaining: 1m 4s 363: total: 20.8s remaining: 1m 4s 364: total: 20.9s remaining: 1m 4s 365: total: 20.9s remaining: 1m 4s 366: total: 21s remaining: 1m 4s 367: total: 21s remaining: 1m 4s 368: total: 21.1s remaining: 1m 4s 369: total: 21.1s remaining: 1m 4s 370: total: 21.2s remaining: 1m 4s 371: total: 21.3s remaining: 1m 4s 372: total: 21.3s remaining: 1m 4s 373: total: 21.4s remaining: 1m 4s 374: total: 21.4s remaining: 1m 4s 375: total: 21.5s remaining: 1m 4s 376: total: 21.5s remaining: 1m 4s 377: total: 21.6s remaining: 1m 4s 378: total: 21.6s remaining: 1m 3s 379: total: 21.7s remaining: 1m 3s 380: total: 21.7s remaining: 1m 3s 381: total: 21.8s remaining: 1m 3s 382: total: 21.8s remaining: 1m 3s 383: total: 21.9s remaining: 1m 3s 384: total: 21.9s remaining: 1m 3s 385: total: 22s remaining: 1m 3s 386: total: 22s remaining: 1m 3s 387: total: 22.1s remaining: 1m 3s 388: total: 22.1s remaining: 1m 3s 389: total: 22.2s remaining: 1m 3s 390: total: 22.2s remaining: 1m 2s 391: total: 22.3s remaining: 1m 2s 392: total: 22.3s remaining: 1m 2s 393: total: 22.4s remaining: 1m 2s 394: total: 22.4s remaining: 1m 2s 395: total: 22.5s remaining: 1m 2s 396: total: 22.5s remaining: 1m 2s 397: total: 22.6s remaining: 1m 2s 398: total: 22.6s remaining: 1m 2s 399: total: 22.7s remaining: 1m 2s 400: total: 22.7s remaining: 1m 2s 401: total: 22.8s remaining: 1m 2s 402: total: 22.8s remaining: 1m 2s 403: total: 22.9s remaining: 1m 2s 404: total: 22.9s remaining: 1m 2s 405: total: 23s remaining: 1m 1s 406: total: 23s remaining: 1m 1s 407: total: 23.1s remaining: 1m 1s 408: total: 23.1s remaining: 1m 1s 409: total: 23.2s remaining: 1m 1s 410: total: 23.2s remaining: 1m 1s 411: total: 23.3s remaining: 1m 1s 412: total: 23.3s remaining: 1m 1s 413: total: 23.4s remaining: 1m 1s 414: total: 23.4s remaining: 1m 1s 415: total: 23.5s remaining: 1m 1s 416: total: 23.5s remaining: 1m 1s 417: total: 23.6s remaining: 1m 1s 418: total: 23.6s remaining: 1m 419: total: 23.7s remaining: 1m 420: total: 23.7s remaining: 1m 421: total: 23.8s remaining: 1m 422: total: 23.8s remaining: 1m 423: total: 23.9s remaining: 1m 424: total: 23.9s remaining: 1m 425: total: 24s remaining: 1m 426: total: 24s remaining: 1m 427: total: 24.1s remaining: 1m 428: total: 24.1s remaining: 1m 429: total: 24.2s remaining: 1m 430: total: 24.2s remaining: 1m 431: total: 24.3s remaining: 1m 432: total: 24.3s remaining: 60s 433: total: 24.4s remaining: 59.9s 434: total: 24.4s remaining: 59.8s 435: total: 24.5s remaining: 59.8s 436: total: 24.5s remaining: 59.7s 437: total: 24.6s remaining: 59.6s 438: total: 24.6s remaining: 59.5s 439: total: 24.7s remaining: 59.5s 440: total: 24.7s remaining: 59.4s 441: total: 24.8s remaining: 59.3s 442: total: 24.8s remaining: 59.3s 443: total: 24.9s remaining: 59.3s 444: total: 25s remaining: 59.3s 445: total: 25s remaining: 59.2s 446: total: 25.1s remaining: 59.1s 447: total: 25.1s remaining: 59.1s 448: total: 25.2s remaining: 59s 449: total: 25.3s remaining: 58.9s 450: total: 25.3s remaining: 58.9s 451: total: 25.4s remaining: 58.8s 452: total: 25.4s remaining: 58.7s 453: total: 25.5s remaining: 58.7s 454: total: 25.5s remaining: 58.6s 455: total: 25.6s remaining: 58.5s 456: total: 25.6s remaining: 58.5s 457: total: 25.7s remaining: 58.4s 458: total: 25.7s remaining: 58.3s 459: total: 25.8s remaining: 58.3s 460: total: 25.8s remaining: 58.2s 461: total: 25.9s remaining: 58.2s 462: total: 25.9s remaining: 58.1s 463: total: 26s remaining: 58s 464: total: 26s remaining: 58s 465: total: 26.1s remaining: 57.9s 466: total: 26.1s remaining: 57.8s 467: total: 26.2s remaining: 57.8s 468: total: 26.3s remaining: 57.7s 469: total: 26.3s remaining: 57.6s 470: total: 26.3s remaining: 57.5s 471: total: 26.4s remaining: 57.5s 472: total: 26.4s remaining: 57.4s 473: total: 26.5s remaining: 57.3s 474: total: 26.5s remaining: 57.2s 475: total: 26.6s remaining: 57.2s 476: total: 26.6s remaining: 57.1s 477: total: 26.7s remaining: 57.1s 478: total: 26.7s remaining: 57s 479: total: 26.8s remaining: 57s 480: total: 26.8s remaining: 56.9s 481: total: 26.9s remaining: 56.8s 482: total: 26.9s remaining: 56.7s 483: total: 27s remaining: 56.7s 484: total: 27s remaining: 56.6s 485: total: 27.1s remaining: 56.5s 486: total: 27.1s remaining: 56.4s 487: total: 27.2s remaining: 56.4s 488: total: 27.2s remaining: 56.3s 489: total: 27.3s remaining: 56.2s 490: total: 27.3s remaining: 56.1s 491: total: 27.4s remaining: 56s 492: total: 27.4s remaining: 55.9s 493: total: 27.4s remaining: 55.9s 494: total: 27.5s remaining: 55.8s 495: total: 27.5s remaining: 55.8s 496: total: 27.6s remaining: 55.7s 497: total: 27.6s remaining: 55.6s 498: total: 27.7s remaining: 55.5s 499: total: 27.7s remaining: 55.5s 500: total: 27.8s remaining: 55.4s 501: total: 27.8s remaining: 55.3s 502: total: 27.9s remaining: 55.3s 503: total: 27.9s remaining: 55.2s 504: total: 28s remaining: 55.2s 505: total: 28.1s remaining: 55.1s 506: total: 28.1s remaining: 55s 507: total: 28.2s remaining: 55s 508: total: 28.2s remaining: 54.9s 509: total: 28.3s remaining: 54.9s 510: total: 28.3s remaining: 54.8s 511: total: 28.4s remaining: 54.7s 512: total: 28.4s remaining: 54.7s 513: total: 28.5s remaining: 54.6s 514: total: 28.5s remaining: 54.5s 515: total: 28.6s remaining: 54.5s 516: total: 28.6s remaining: 54.4s 517: total: 28.7s remaining: 54.4s 518: total: 28.7s remaining: 54.3s 519: total: 28.7s remaining: 54.2s 520: total: 28.8s remaining: 54.1s 521: total: 28.8s remaining: 54s 522: total: 28.9s remaining: 54s 523: total: 28.9s remaining: 53.9s 524: total: 29s remaining: 53.9s 525: total: 29.1s remaining: 53.8s 526: total: 29.1s remaining: 53.7s 527: total: 29.2s remaining: 53.7s 528: total: 29.2s remaining: 53.6s 529: total: 29.3s remaining: 53.6s 530: total: 29.3s remaining: 53.5s 531: total: 29.4s remaining: 53.4s 532: total: 29.4s remaining: 53.4s 533: total: 29.5s remaining: 53.3s 534: total: 29.5s remaining: 53.2s 535: total: 29.6s remaining: 53.2s 536: total: 29.6s remaining: 53.1s 537: total: 29.7s remaining: 53s 538: total: 29.7s remaining: 53s 539: total: 29.8s remaining: 52.9s 540: total: 29.8s remaining: 52.9s 541: total: 29.9s remaining: 52.8s 542: total: 29.9s remaining: 52.7s 543: total: 30s remaining: 52.7s 544: total: 30s remaining: 52.6s 545: total: 30.1s remaining: 52.5s 546: total: 30.1s remaining: 52.5s 547: total: 30.2s remaining: 52.4s 548: total: 30.2s remaining: 52.3s 549: total: 30.3s remaining: 52.3s 550: total: 30.3s remaining: 52.2s 551: total: 30.4s remaining: 52.1s 552: total: 30.4s remaining: 52.1s 553: total: 30.4s remaining: 52s 554: total: 30.5s remaining: 51.9s 555: total: 30.6s remaining: 51.9s 556: total: 30.6s remaining: 51.8s 557: total: 30.7s remaining: 51.8s 558: total: 30.7s remaining: 51.7s 559: total: 30.8s remaining: 51.6s 560: total: 30.8s remaining: 51.6s 561: total: 30.9s remaining: 51.5s 562: total: 30.9s remaining: 51.4s 563: total: 30.9s remaining: 51.4s 564: total: 31s remaining: 51.3s 565: total: 31s remaining: 51.2s 566: total: 31.1s remaining: 51.2s 567: total: 31.1s remaining: 51.1s 568: total: 31.2s remaining: 51s 569: total: 31.2s remaining: 50.9s 570: total: 31.3s remaining: 50.9s 571: total: 31.3s remaining: 50.8s 572: total: 31.4s remaining: 50.7s 573: total: 31.4s remaining: 50.7s 574: total: 31.5s remaining: 50.6s 575: total: 31.5s remaining: 50.6s 576: total: 31.6s remaining: 50.5s 577: total: 31.6s remaining: 50.4s 578: total: 31.6s remaining: 50.3s 579: total: 31.7s remaining: 50.2s 580: total: 31.7s remaining: 50.2s 581: total: 31.8s remaining: 50.1s 582: total: 31.8s remaining: 50.1s 583: total: 31.9s remaining: 50s 584: total: 31.9s remaining: 49.9s 585: total: 32s remaining: 49.9s 586: total: 32s remaining: 49.8s 587: total: 32.1s remaining: 49.7s 588: total: 32.1s remaining: 49.7s 589: total: 32.2s remaining: 49.6s 590: total: 32.2s remaining: 49.5s 591: total: 32.3s remaining: 49.5s 592: total: 32.3s remaining: 49.4s 593: total: 32.4s remaining: 49.4s 594: total: 32.4s remaining: 49.3s 595: total: 32.5s remaining: 49.3s 596: total: 32.5s remaining: 49.2s 597: total: 32.6s remaining: 49.1s 598: total: 32.6s remaining: 49.1s 599: total: 32.7s remaining: 49s 600: total: 32.7s remaining: 49s 601: total: 32.8s remaining: 48.9s 602: total: 32.8s remaining: 48.9s 603: total: 32.9s remaining: 48.8s 604: total: 33s remaining: 48.8s 605: total: 33s remaining: 48.7s 606: total: 33.1s remaining: 48.7s 607: total: 33.1s remaining: 48.6s 608: total: 33.2s remaining: 48.5s 609: total: 33.2s remaining: 48.5s 610: total: 33.3s remaining: 48.4s 611: total: 33.3s remaining: 48.4s 612: total: 33.4s remaining: 48.3s 613: total: 33.4s remaining: 48.2s 614: total: 33.5s remaining: 48.2s 615: total: 33.5s remaining: 48.1s 616: total: 33.6s remaining: 48s 617: total: 33.6s remaining: 48s 618: total: 33.7s remaining: 47.9s 619: total: 33.7s remaining: 47.9s 620: total: 33.8s remaining: 47.8s 621: total: 33.8s remaining: 47.8s 622: total: 33.9s remaining: 47.7s 623: total: 33.9s remaining: 47.6s 624: total: 34s remaining: 47.6s 625: total: 34s remaining: 47.5s 626: total: 34.1s remaining: 47.5s 627: total: 34.2s remaining: 47.4s 628: total: 34.2s remaining: 47.4s 629: total: 34.3s remaining: 47.3s 630: total: 34.3s remaining: 47.3s 631: total: 34.4s remaining: 47.2s 632: total: 34.4s remaining: 47.2s 633: total: 34.5s remaining: 47.1s 634: total: 34.5s remaining: 47.1s 635: total: 34.6s remaining: 47s 636: total: 34.6s remaining: 46.9s 637: total: 34.7s remaining: 46.9s 638: total: 34.8s remaining: 46.8s 639: total: 34.8s remaining: 46.8s 640: total: 34.9s remaining: 46.7s 641: total: 34.9s remaining: 46.7s 642: total: 35s remaining: 46.6s 643: total: 35s remaining: 46.6s 644: total: 35.1s remaining: 46.5s 645: total: 35.1s remaining: 46.4s 646: total: 35.2s remaining: 46.4s 647: total: 35.2s remaining: 46.3s 648: total: 35.3s remaining: 46.3s 649: total: 35.3s remaining: 46.2s 650: total: 35.4s remaining: 46.1s 651: total: 35.4s remaining: 46.1s 652: total: 35.5s remaining: 46s 653: total: 35.5s remaining: 46s 654: total: 35.6s remaining: 45.9s 655: total: 35.8s remaining: 46s 656: total: 35.8s remaining: 46s 657: total: 35.9s remaining: 45.9s 658: total: 35.9s remaining: 45.9s 659: total: 36s remaining: 45.8s 660: total: 36s remaining: 45.8s 661: total: 36.1s remaining: 45.7s 662: total: 36.2s remaining: 45.7s 663: total: 36.2s remaining: 45.6s 664: total: 36.3s remaining: 45.5s 665: total: 36.3s remaining: 45.5s 666: total: 36.4s remaining: 45.5s 667: total: 36.5s remaining: 45.4s 668: total: 36.5s remaining: 45.4s 669: total: 36.6s remaining: 45.4s 670: total: 36.7s remaining: 45.3s 671: total: 36.8s remaining: 45.3s 672: total: 36.8s remaining: 45.2s 673: total: 36.9s remaining: 45.2s 674: total: 36.9s remaining: 45.1s 675: total: 37s remaining: 45.1s 676: total: 37s remaining: 45s 677: total: 37.1s remaining: 45s 678: total: 37.2s remaining: 44.9s 679: total: 37.2s remaining: 44.9s 680: total: 37.3s remaining: 44.8s 681: total: 37.3s remaining: 44.8s 682: total: 37.4s remaining: 44.7s 683: total: 37.5s remaining: 44.7s 684: total: 37.5s remaining: 44.7s 685: total: 37.6s remaining: 44.6s 686: total: 37.6s remaining: 44.6s 687: total: 37.7s remaining: 44.5s 688: total: 37.8s remaining: 44.5s 689: total: 37.8s remaining: 44.4s 690: total: 37.9s remaining: 44.3s 691: total: 37.9s remaining: 44.3s 692: total: 38s remaining: 44.2s 693: total: 38s remaining: 44.2s 694: total: 38.1s remaining: 44.1s 695: total: 38.2s remaining: 44.1s 696: total: 38.2s remaining: 44s 697: total: 38.3s remaining: 44s 698: total: 38.3s remaining: 43.9s 699: total: 38.4s remaining: 43.8s 700: total: 38.4s remaining: 43.8s 701: total: 38.5s remaining: 43.7s 702: total: 38.5s remaining: 43.7s 703: total: 38.6s remaining: 43.6s 704: total: 38.6s remaining: 43.5s 705: total: 38.7s remaining: 43.5s 706: total: 38.7s remaining: 43.4s 707: total: 38.8s remaining: 43.4s 708: total: 38.8s remaining: 43.3s 709: total: 38.9s remaining: 43.3s 710: total: 38.9s remaining: 43.2s 711: total: 39s remaining: 43.2s 712: total: 39.1s remaining: 43.1s 713: total: 39.1s remaining: 43s 714: total: 39.1s remaining: 43s 715: total: 39.2s remaining: 42.9s 716: total: 39.3s remaining: 42.9s 717: total: 39.3s remaining: 42.8s 718: total: 39.4s remaining: 42.8s 719: total: 39.4s remaining: 42.7s 720: total: 39.5s remaining: 42.7s 721: total: 39.6s remaining: 42.6s 722: total: 39.6s remaining: 42.6s 723: total: 39.7s remaining: 42.5s 724: total: 39.7s remaining: 42.5s 725: total: 39.8s remaining: 42.4s 726: total: 39.8s remaining: 42.4s 727: total: 39.9s remaining: 42.3s 728: total: 40s remaining: 42.3s 729: total: 40s remaining: 42.2s 730: total: 40.1s remaining: 42.1s 731: total: 40.1s remaining: 42.1s 732: total: 40.2s remaining: 42s 733: total: 40.2s remaining: 42s 734: total: 40.3s remaining: 41.9s 735: total: 40.3s remaining: 41.9s 736: total: 40.4s remaining: 41.8s 737: total: 40.5s remaining: 41.8s 738: total: 40.5s remaining: 41.7s 739: total: 40.6s remaining: 41.7s 740: total: 40.6s remaining: 41.6s 741: total: 40.7s remaining: 41.6s 742: total: 40.7s remaining: 41.5s 743: total: 40.8s remaining: 41.4s 744: total: 40.8s remaining: 41.4s 745: total: 40.9s remaining: 41.3s 746: total: 41s remaining: 41.3s 747: total: 41.1s remaining: 41.3s 748: total: 41.1s remaining: 41.2s 749: total: 41.2s remaining: 41.2s 750: total: 41.2s remaining: 41.1s 751: total: 41.3s remaining: 41.1s 752: total: 41.3s remaining: 41s 753: total: 41.4s remaining: 41s 754: total: 41.5s remaining: 40.9s 755: total: 41.5s remaining: 40.8s 756: total: 41.6s remaining: 40.8s 757: total: 41.6s remaining: 40.7s 758: total: 41.7s remaining: 40.7s 759: total: 41.7s remaining: 40.6s 760: total: 41.8s remaining: 40.6s 761: total: 41.8s remaining: 40.5s 762: total: 41.9s remaining: 40.5s 763: total: 41.9s remaining: 40.4s 764: total: 42s remaining: 40.4s 765: total: 42.1s remaining: 40.3s 766: total: 42.1s remaining: 40.2s 767: total: 42.2s remaining: 40.2s 768: total: 42.2s remaining: 40.1s 769: total: 42.3s remaining: 40.1s 770: total: 42.3s remaining: 40s 771: total: 42.4s remaining: 40s 772: total: 42.5s remaining: 39.9s 773: total: 42.5s remaining: 39.9s 774: total: 42.6s remaining: 39.9s 775: total: 42.7s remaining: 39.8s 776: total: 42.7s remaining: 39.8s 777: total: 42.8s remaining: 39.7s 778: total: 42.9s remaining: 39.7s 779: total: 42.9s remaining: 39.6s 780: total: 43s remaining: 39.6s 781: total: 43.1s remaining: 39.5s 782: total: 43.1s remaining: 39.5s 783: total: 43.2s remaining: 39.5s 784: total: 43.2s remaining: 39.4s 785: total: 43.3s remaining: 39.3s 786: total: 43.4s remaining: 39.3s 787: total: 43.4s remaining: 39.2s 788: total: 43.5s remaining: 39.2s 789: total: 43.5s remaining: 39.1s 790: total: 43.6s remaining: 39.1s 791: total: 43.7s remaining: 39s 792: total: 43.7s remaining: 39s 793: total: 43.8s remaining: 39s 794: total: 43.9s remaining: 38.9s 795: total: 44s remaining: 38.9s 796: total: 44s remaining: 38.8s 797: total: 44.1s remaining: 38.8s 798: total: 44.2s remaining: 38.8s 799: total: 44.2s remaining: 38.7s 800: total: 44.3s remaining: 38.7s 801: total: 44.4s remaining: 38.6s 802: total: 44.5s remaining: 38.6s 803: total: 44.6s remaining: 38.6s 804: total: 44.6s remaining: 38.5s 805: total: 44.7s remaining: 38.5s 806: total: 44.7s remaining: 38.4s 807: total: 44.8s remaining: 38.4s 808: total: 44.9s remaining: 38.3s 809: total: 45s remaining: 38.3s 810: total: 45s remaining: 38.3s 811: total: 45.1s remaining: 38.2s 812: total: 45.2s remaining: 38.2s 813: total: 45.2s remaining: 38.1s 814: total: 45.3s remaining: 38.1s 815: total: 45.3s remaining: 38s 816: total: 45.4s remaining: 37.9s 817: total: 45.4s remaining: 37.9s 818: total: 45.5s remaining: 37.8s 819: total: 45.5s remaining: 37.8s 820: total: 45.6s remaining: 37.7s 821: total: 45.6s remaining: 37.6s 822: total: 45.7s remaining: 37.6s 823: total: 45.8s remaining: 37.5s 824: total: 45.8s remaining: 37.5s 825: total: 45.9s remaining: 37.4s 826: total: 45.9s remaining: 37.4s 827: total: 46s remaining: 37.3s 828: total: 46s remaining: 37.2s 829: total: 46.1s remaining: 37.2s 830: total: 46.1s remaining: 37.1s 831: total: 46.2s remaining: 37.1s 832: total: 46.2s remaining: 37s 833: total: 46.3s remaining: 37s 834: total: 46.3s remaining: 36.9s 835: total: 46.4s remaining: 36.8s 836: total: 46.4s remaining: 36.8s 837: total: 46.5s remaining: 36.7s 838: total: 46.5s remaining: 36.7s 839: total: 46.6s remaining: 36.6s 840: total: 46.7s remaining: 36.6s 841: total: 46.7s remaining: 36.5s 842: total: 46.8s remaining: 36.4s 843: total: 46.8s remaining: 36.4s 844: total: 46.8s remaining: 36.3s 845: total: 46.9s remaining: 36.3s 846: total: 46.9s remaining: 36.2s 847: total: 47s remaining: 36.1s 848: total: 47.1s remaining: 36.1s 849: total: 47.1s remaining: 36s 850: total: 47.1s remaining: 35.9s 851: total: 47.2s remaining: 35.9s 852: total: 47.3s remaining: 35.8s 853: total: 47.3s remaining: 35.8s 854: total: 47.3s remaining: 35.7s 855: total: 47.4s remaining: 35.7s 856: total: 47.5s remaining: 35.6s 857: total: 47.5s remaining: 35.5s 858: total: 47.6s remaining: 35.5s 859: total: 47.6s remaining: 35.4s 860: total: 47.7s remaining: 35.4s 861: total: 47.7s remaining: 35.3s 862: total: 47.7s remaining: 35.2s 863: total: 47.8s remaining: 35.2s 864: total: 47.8s remaining: 35.1s 865: total: 47.9s remaining: 35.1s 866: total: 47.9s remaining: 35s 867: total: 48s remaining: 34.9s 868: total: 48s remaining: 34.9s 869: total: 48.1s remaining: 34.8s 870: total: 48.1s remaining: 34.8s 871: total: 48.2s remaining: 34.7s 872: total: 48.2s remaining: 34.6s 873: total: 48.3s remaining: 34.6s 874: total: 48.3s remaining: 34.5s 875: total: 48.4s remaining: 34.5s 876: total: 48.4s remaining: 34.4s 877: total: 48.5s remaining: 34.4s 878: total: 48.6s remaining: 34.3s 879: total: 48.6s remaining: 34.3s 880: total: 48.7s remaining: 34.2s 881: total: 48.7s remaining: 34.1s 882: total: 48.8s remaining: 34.1s 883: total: 48.8s remaining: 34s 884: total: 48.9s remaining: 34s 885: total: 49s remaining: 33.9s 886: total: 49s remaining: 33.9s 887: total: 49.1s remaining: 33.8s 888: total: 49.1s remaining: 33.8s 889: total: 49.2s remaining: 33.7s 890: total: 49.2s remaining: 33.7s 891: total: 49.3s remaining: 33.6s 892: total: 49.3s remaining: 33.5s 893: total: 49.4s remaining: 33.5s 894: total: 49.4s remaining: 33.4s 895: total: 49.5s remaining: 33.4s 896: total: 49.6s remaining: 33.3s 897: total: 49.6s remaining: 33.3s 898: total: 49.7s remaining: 33.2s 899: total: 49.7s remaining: 33.1s 900: total: 49.8s remaining: 33.1s 901: total: 49.8s remaining: 33s 902: total: 49.9s remaining: 33s 903: total: 49.9s remaining: 32.9s 904: total: 50s remaining: 32.9s 905: total: 50.1s remaining: 32.8s 906: total: 50.1s remaining: 32.8s 907: total: 50.2s remaining: 32.7s 908: total: 50.2s remaining: 32.7s 909: total: 50.3s remaining: 32.6s 910: total: 50.3s remaining: 32.5s 911: total: 50.4s remaining: 32.5s 912: total: 50.5s remaining: 32.4s 913: total: 50.5s remaining: 32.4s 914: total: 50.5s remaining: 32.3s 915: total: 50.6s remaining: 32.3s 916: total: 50.6s remaining: 32.2s 917: total: 50.7s remaining: 32.1s 918: total: 50.8s remaining: 32.1s 919: total: 50.8s remaining: 32s 920: total: 50.9s remaining: 32s 921: total: 50.9s remaining: 31.9s 922: total: 51s remaining: 31.9s 923: total: 51s remaining: 31.8s 924: total: 51.1s remaining: 31.7s 925: total: 51.1s remaining: 31.7s 926: total: 51.2s remaining: 31.6s 927: total: 51.2s remaining: 31.6s 928: total: 51.3s remaining: 31.5s 929: total: 51.3s remaining: 31.5s 930: total: 51.4s remaining: 31.4s 931: total: 51.4s remaining: 31.3s 932: total: 51.5s remaining: 31.3s 933: total: 51.5s remaining: 31.2s 934: total: 51.6s remaining: 31.2s 935: total: 51.6s remaining: 31.1s 936: total: 51.7s remaining: 31.1s 937: total: 51.8s remaining: 31s 938: total: 51.8s remaining: 31s 939: total: 51.9s remaining: 30.9s 940: total: 51.9s remaining: 30.8s 941: total: 52s remaining: 30.8s 942: total: 52s remaining: 30.7s 943: total: 52.1s remaining: 30.7s 944: total: 52.1s remaining: 30.6s 945: total: 52.2s remaining: 30.6s 946: total: 52.2s remaining: 30.5s 947: total: 52.3s remaining: 30.4s 948: total: 52.3s remaining: 30.4s 949: total: 52.4s remaining: 30.3s 950: total: 52.5s remaining: 30.3s 951: total: 52.5s remaining: 30.2s 952: total: 52.6s remaining: 30.2s 953: total: 52.7s remaining: 30.1s 954: total: 52.7s remaining: 30.1s 955: total: 52.8s remaining: 30s 956: total: 52.9s remaining: 30s 957: total: 52.9s remaining: 29.9s 958: total: 53s remaining: 29.9s 959: total: 53s remaining: 29.8s 960: total: 53.1s remaining: 29.8s 961: total: 53.1s remaining: 29.7s 962: total: 53.2s remaining: 29.7s 963: total: 53.3s remaining: 29.6s 964: total: 53.3s remaining: 29.6s 965: total: 53.4s remaining: 29.5s 966: total: 53.5s remaining: 29.5s 967: total: 53.5s remaining: 29.4s 968: total: 53.5s remaining: 29.3s 969: total: 53.6s remaining: 29.3s 970: total: 53.7s remaining: 29.2s 971: total: 54s remaining: 29.3s 972: total: 54s remaining: 29.3s 973: total: 54.1s remaining: 29.2s 974: total: 54.2s remaining: 29.2s 975: total: 54.3s remaining: 29.1s 976: total: 54.3s remaining: 29.1s 977: total: 54.4s remaining: 29s 978: total: 54.4s remaining: 29s 979: total: 54.5s remaining: 28.9s 980: total: 54.5s remaining: 28.9s 981: total: 54.6s remaining: 28.8s 982: total: 54.6s remaining: 28.7s 983: total: 54.7s remaining: 28.7s 984: total: 54.8s remaining: 28.6s 985: total: 54.8s remaining: 28.6s 986: total: 54.9s remaining: 28.5s 987: total: 54.9s remaining: 28.5s 988: total: 55s remaining: 28.4s 989: total: 55s remaining: 28.3s 990: total: 55.1s remaining: 28.3s 991: total: 55.1s remaining: 28.2s 992: total: 55.2s remaining: 28.2s 993: total: 55.3s remaining: 28.1s 994: total: 55.3s remaining: 28.1s 995: total: 55.3s remaining: 28s 996: total: 55.4s remaining: 27.9s 997: total: 55.4s remaining: 27.9s 998: total: 55.5s remaining: 27.8s 999: total: 55.5s remaining: 27.8s 1000: total: 55.6s remaining: 27.7s 1001: total: 55.6s remaining: 27.6s 1002: total: 55.7s remaining: 27.6s 1003: total: 55.7s remaining: 27.5s 1004: total: 55.8s remaining: 27.5s 1005: total: 55.8s remaining: 27.4s 1006: total: 55.9s remaining: 27.4s 1007: total: 55.9s remaining: 27.3s 1008: total: 56s remaining: 27.2s 1009: total: 56s remaining: 27.2s 1010: total: 56.1s remaining: 27.1s 1011: total: 56.1s remaining: 27.1s 1012: total: 56.2s remaining: 27s 1013: total: 56.2s remaining: 27s 1014: total: 56.3s remaining: 26.9s 1015: total: 56.3s remaining: 26.8s 1016: total: 56.4s remaining: 26.8s 1017: total: 56.4s remaining: 26.7s 1018: total: 56.5s remaining: 26.7s 1019: total: 56.5s remaining: 26.6s 1020: total: 56.6s remaining: 26.6s 1021: total: 56.7s remaining: 26.5s 1022: total: 56.7s remaining: 26.4s 1023: total: 56.8s remaining: 26.4s 1024: total: 56.8s remaining: 26.3s 1025: total: 56.9s remaining: 26.3s 1026: total: 56.9s remaining: 26.2s 1027: total: 57s remaining: 26.2s 1028: total: 57s remaining: 26.1s 1029: total: 57.1s remaining: 26.1s 1030: total: 57.1s remaining: 26s 1031: total: 57.2s remaining: 25.9s 1032: total: 57.2s remaining: 25.9s 1033: total: 57.3s remaining: 25.8s 1034: total: 57.4s remaining: 25.8s 1035: total: 57.4s remaining: 25.7s 1036: total: 57.5s remaining: 25.7s 1037: total: 57.5s remaining: 25.6s 1038: total: 57.6s remaining: 25.5s 1039: total: 57.6s remaining: 25.5s 1040: total: 57.7s remaining: 25.4s 1041: total: 57.7s remaining: 25.4s 1042: total: 57.8s remaining: 25.3s 1043: total: 57.9s remaining: 25.3s 1044: total: 57.9s remaining: 25.2s 1045: total: 58s remaining: 25.2s 1046: total: 58s remaining: 25.1s 1047: total: 58.1s remaining: 25.1s 1048: total: 58.2s remaining: 25s 1049: total: 58.2s remaining: 25s 1050: total: 58.3s remaining: 24.9s 1051: total: 58.4s remaining: 24.8s 1052: total: 58.4s remaining: 24.8s 1053: total: 58.5s remaining: 24.7s 1054: total: 58.5s remaining: 24.7s 1055: total: 58.6s remaining: 24.6s 1056: total: 58.6s remaining: 24.6s 1057: total: 58.7s remaining: 24.5s 1058: total: 58.8s remaining: 24.5s 1059: total: 58.8s remaining: 24.4s 1060: total: 58.9s remaining: 24.4s 1061: total: 58.9s remaining: 24.3s 1062: total: 59s remaining: 24.2s 1063: total: 59s remaining: 24.2s 1064: total: 59.1s remaining: 24.1s 1065: total: 59.1s remaining: 24.1s 1066: total: 59.2s remaining: 24s 1067: total: 59.2s remaining: 24s 1068: total: 59.3s remaining: 23.9s 1069: total: 59.4s remaining: 23.9s 1070: total: 59.4s remaining: 23.8s 1071: total: 59.5s remaining: 23.7s 1072: total: 59.5s remaining: 23.7s 1073: total: 59.5s remaining: 23.6s 1074: total: 59.6s remaining: 23.6s 1075: total: 59.7s remaining: 23.5s 1076: total: 59.7s remaining: 23.5s 1077: total: 59.8s remaining: 23.4s 1078: total: 59.8s remaining: 23.3s 1079: total: 59.9s remaining: 23.3s 1080: total: 59.9s remaining: 23.2s 1081: total: 60s remaining: 23.2s 1082: total: 1m remaining: 23.1s 1083: total: 1m remaining: 23.1s 1084: total: 1m remaining: 23s 1085: total: 1m remaining: 22.9s 1086: total: 1m remaining: 22.9s 1087: total: 1m remaining: 22.8s 1088: total: 1m remaining: 22.8s 1089: total: 1m remaining: 22.7s 1090: total: 1m remaining: 22.7s 1091: total: 1m remaining: 22.6s 1092: total: 1m remaining: 22.6s 1093: total: 1m remaining: 22.5s 1094: total: 1m remaining: 22.4s 1095: total: 1m remaining: 22.4s 1096: total: 1m remaining: 22.3s 1097: total: 1m remaining: 22.3s 1098: total: 1m remaining: 22.2s 1099: total: 1m remaining: 22.2s 1100: total: 1m remaining: 22.1s 1101: total: 1m 1s remaining: 22s 1102: total: 1m 1s remaining: 22s 1103: total: 1m 1s remaining: 21.9s 1104: total: 1m 1s remaining: 21.9s 1105: total: 1m 1s remaining: 21.8s 1106: total: 1m 1s remaining: 21.8s 1107: total: 1m 1s remaining: 21.7s 1108: total: 1m 1s remaining: 21.6s 1109: total: 1m 1s remaining: 21.6s 1110: total: 1m 1s remaining: 21.5s 1111: total: 1m 1s remaining: 21.5s 1112: total: 1m 1s remaining: 21.4s 1113: total: 1m 1s remaining: 21.4s 1114: total: 1m 1s remaining: 21.3s 1115: total: 1m 1s remaining: 21.2s 1116: total: 1m 1s remaining: 21.2s 1117: total: 1m 1s remaining: 21.1s 1118: total: 1m 1s remaining: 21.1s 1119: total: 1m 1s remaining: 21s 1120: total: 1m 2s remaining: 21s 1121: total: 1m 2s remaining: 20.9s 1122: total: 1m 2s remaining: 20.9s 1123: total: 1m 2s remaining: 20.8s 1124: total: 1m 2s remaining: 20.7s 1125: total: 1m 2s remaining: 20.7s 1126: total: 1m 2s remaining: 20.6s 1127: total: 1m 2s remaining: 20.6s 1128: total: 1m 2s remaining: 20.5s 1129: total: 1m 2s remaining: 20.5s 1130: total: 1m 2s remaining: 20.4s 1131: total: 1m 2s remaining: 20.3s 1132: total: 1m 2s remaining: 20.3s 1133: total: 1m 2s remaining: 20.2s 1134: total: 1m 2s remaining: 20.2s 1135: total: 1m 2s remaining: 20.1s 1136: total: 1m 2s remaining: 20.1s 1137: total: 1m 2s remaining: 20s 1138: total: 1m 2s remaining: 19.9s 1139: total: 1m 2s remaining: 19.9s 1140: total: 1m 3s remaining: 19.8s 1141: total: 1m 3s remaining: 19.8s 1142: total: 1m 3s remaining: 19.7s 1143: total: 1m 3s remaining: 19.7s 1144: total: 1m 3s remaining: 19.6s 1145: total: 1m 3s remaining: 19.6s 1146: total: 1m 3s remaining: 19.5s 1147: total: 1m 3s remaining: 19.4s 1148: total: 1m 3s remaining: 19.4s 1149: total: 1m 3s remaining: 19.3s 1150: total: 1m 3s remaining: 19.3s 1151: total: 1m 3s remaining: 19.2s 1152: total: 1m 3s remaining: 19.2s 1153: total: 1m 3s remaining: 19.1s 1154: total: 1m 3s remaining: 19.1s 1155: total: 1m 3s remaining: 19s 1156: total: 1m 3s remaining: 18.9s 1157: total: 1m 3s remaining: 18.9s 1158: total: 1m 4s remaining: 18.8s 1159: total: 1m 4s remaining: 18.8s 1160: total: 1m 4s remaining: 18.7s 1161: total: 1m 4s remaining: 18.7s 1162: total: 1m 4s remaining: 18.6s 1163: total: 1m 4s remaining: 18.5s 1164: total: 1m 4s remaining: 18.5s 1165: total: 1m 4s remaining: 18.5s 1166: total: 1m 4s remaining: 18.4s 1167: total: 1m 4s remaining: 18.3s 1168: total: 1m 4s remaining: 18.3s 1169: total: 1m 4s remaining: 18.2s 1170: total: 1m 4s remaining: 18.2s 1171: total: 1m 4s remaining: 18.1s 1172: total: 1m 4s remaining: 18.1s 1173: total: 1m 4s remaining: 18s 1174: total: 1m 4s remaining: 18s 1175: total: 1m 4s remaining: 17.9s 1176: total: 1m 5s remaining: 17.9s 1177: total: 1m 5s remaining: 17.8s 1178: total: 1m 5s remaining: 17.7s 1179: total: 1m 5s remaining: 17.7s 1180: total: 1m 5s remaining: 17.6s 1181: total: 1m 5s remaining: 17.6s 1182: total: 1m 5s remaining: 17.5s 1183: total: 1m 5s remaining: 17.5s 1184: total: 1m 5s remaining: 17.4s 1185: total: 1m 5s remaining: 17.3s 1186: total: 1m 5s remaining: 17.3s 1187: total: 1m 5s remaining: 17.2s 1188: total: 1m 5s remaining: 17.2s 1189: total: 1m 5s remaining: 17.1s 1190: total: 1m 5s remaining: 17.1s 1191: total: 1m 5s remaining: 17s 1192: total: 1m 5s remaining: 17s 1193: total: 1m 5s remaining: 16.9s 1194: total: 1m 6s remaining: 16.8s 1195: total: 1m 6s remaining: 16.8s 1196: total: 1m 6s remaining: 16.7s 1197: total: 1m 6s remaining: 16.7s 1198: total: 1m 6s remaining: 16.6s 1199: total: 1m 6s remaining: 16.6s 1200: total: 1m 6s remaining: 16.5s 1201: total: 1m 6s remaining: 16.5s 1202: total: 1m 6s remaining: 16.4s 1203: total: 1m 6s remaining: 16.3s 1204: total: 1m 6s remaining: 16.3s 1205: total: 1m 6s remaining: 16.2s 1206: total: 1m 6s remaining: 16.2s 1207: total: 1m 6s remaining: 16.1s 1208: total: 1m 6s remaining: 16.1s 1209: total: 1m 6s remaining: 16s 1210: total: 1m 6s remaining: 16s 1211: total: 1m 6s remaining: 15.9s 1212: total: 1m 6s remaining: 15.8s 1213: total: 1m 7s remaining: 15.8s 1214: total: 1m 7s remaining: 15.7s 1215: total: 1m 7s remaining: 15.7s 1216: total: 1m 7s remaining: 15.6s 1217: total: 1m 7s remaining: 15.6s 1218: total: 1m 7s remaining: 15.5s 1219: total: 1m 7s remaining: 15.5s 1220: total: 1m 7s remaining: 15.4s 1221: total: 1m 7s remaining: 15.3s 1222: total: 1m 7s remaining: 15.3s 1223: total: 1m 7s remaining: 15.2s 1224: total: 1m 7s remaining: 15.2s 1225: total: 1m 7s remaining: 15.1s 1226: total: 1m 7s remaining: 15.1s 1227: total: 1m 7s remaining: 15s 1228: total: 1m 7s remaining: 15s 1229: total: 1m 7s remaining: 14.9s 1230: total: 1m 7s remaining: 14.9s 1231: total: 1m 8s remaining: 14.8s 1232: total: 1m 8s remaining: 14.7s 1233: total: 1m 8s remaining: 14.7s 1234: total: 1m 8s remaining: 14.6s 1235: total: 1m 8s remaining: 14.6s 1236: total: 1m 8s remaining: 14.5s 1237: total: 1m 8s remaining: 14.5s 1238: total: 1m 8s remaining: 14.4s 1239: total: 1m 8s remaining: 14.4s 1240: total: 1m 8s remaining: 14.3s 1241: total: 1m 8s remaining: 14.3s 1242: total: 1m 8s remaining: 14.2s 1243: total: 1m 8s remaining: 14.1s 1244: total: 1m 8s remaining: 14.1s 1245: total: 1m 8s remaining: 14s 1246: total: 1m 8s remaining: 14s 1247: total: 1m 8s remaining: 13.9s 1248: total: 1m 9s remaining: 13.9s 1249: total: 1m 9s remaining: 13.8s 1250: total: 1m 9s remaining: 13.8s 1251: total: 1m 9s remaining: 13.7s 1252: total: 1m 9s remaining: 13.6s 1253: total: 1m 9s remaining: 13.6s 1254: total: 1m 9s remaining: 13.5s 1255: total: 1m 9s remaining: 13.5s 1256: total: 1m 9s remaining: 13.4s 1257: total: 1m 9s remaining: 13.4s 1258: total: 1m 9s remaining: 13.3s 1259: total: 1m 9s remaining: 13.3s 1260: total: 1m 9s remaining: 13.2s 1261: total: 1m 9s remaining: 13.1s 1262: total: 1m 9s remaining: 13.1s 1263: total: 1m 9s remaining: 13s 1264: total: 1m 9s remaining: 13s 1265: total: 1m 9s remaining: 12.9s 1266: total: 1m 9s remaining: 12.9s 1267: total: 1m 9s remaining: 12.8s 1268: total: 1m 10s remaining: 12.7s 1269: total: 1m 10s remaining: 12.7s 1270: total: 1m 10s remaining: 12.6s 1271: total: 1m 10s remaining: 12.6s 1272: total: 1m 10s remaining: 12.5s 1273: total: 1m 10s remaining: 12.5s 1274: total: 1m 10s remaining: 12.4s 1275: total: 1m 10s remaining: 12.4s 1276: total: 1m 10s remaining: 12.3s 1277: total: 1m 10s remaining: 12.2s 1278: total: 1m 10s remaining: 12.2s 1279: total: 1m 10s remaining: 12.1s 1280: total: 1m 10s remaining: 12.1s 1281: total: 1m 10s remaining: 12s 1282: total: 1m 10s remaining: 12s 1283: total: 1m 10s remaining: 11.9s 1284: total: 1m 10s remaining: 11.9s 1285: total: 1m 10s remaining: 11.8s 1286: total: 1m 10s remaining: 11.7s 1287: total: 1m 10s remaining: 11.7s 1288: total: 1m 11s remaining: 11.6s 1289: total: 1m 11s remaining: 11.6s 1290: total: 1m 11s remaining: 11.5s 1291: total: 1m 11s remaining: 11.5s 1292: total: 1m 11s remaining: 11.4s 1293: total: 1m 11s remaining: 11.4s 1294: total: 1m 11s remaining: 11.3s 1295: total: 1m 11s remaining: 11.2s 1296: total: 1m 11s remaining: 11.2s 1297: total: 1m 11s remaining: 11.1s 1298: total: 1m 11s remaining: 11.1s 1299: total: 1m 11s remaining: 11s 1300: total: 1m 11s remaining: 11s 1301: total: 1m 11s remaining: 10.9s 1302: total: 1m 11s remaining: 10.9s 1303: total: 1m 11s remaining: 10.8s 1304: total: 1m 11s remaining: 10.7s 1305: total: 1m 11s remaining: 10.7s 1306: total: 1m 11s remaining: 10.6s 1307: total: 1m 12s remaining: 10.6s 1308: total: 1m 12s remaining: 10.5s 1309: total: 1m 12s remaining: 10.5s 1310: total: 1m 12s remaining: 10.4s 1311: total: 1m 12s remaining: 10.3s 1312: total: 1m 12s remaining: 10.3s 1313: total: 1m 12s remaining: 10.2s 1314: total: 1m 12s remaining: 10.2s 1315: total: 1m 12s remaining: 10.1s 1316: total: 1m 12s remaining: 10.1s 1317: total: 1m 12s remaining: 10s 1318: total: 1m 12s remaining: 9.96s 1319: total: 1m 12s remaining: 9.9s 1320: total: 1m 12s remaining: 9.85s 1321: total: 1m 12s remaining: 9.79s 1322: total: 1m 12s remaining: 9.74s 1323: total: 1m 12s remaining: 9.68s 1324: total: 1m 12s remaining: 9.63s 1325: total: 1m 12s remaining: 9.57s 1326: total: 1m 12s remaining: 9.52s 1327: total: 1m 13s remaining: 9.46s 1328: total: 1m 13s remaining: 9.4s 1329: total: 1m 13s remaining: 9.35s 1330: total: 1m 13s remaining: 9.29s 1331: total: 1m 13s remaining: 9.24s 1332: total: 1m 13s remaining: 9.18s 1333: total: 1m 13s remaining: 9.12s 1334: total: 1m 13s remaining: 9.07s 1335: total: 1m 13s remaining: 9.01s 1336: total: 1m 13s remaining: 8.96s 1337: total: 1m 13s remaining: 8.9s 1338: total: 1m 13s remaining: 8.85s 1339: total: 1m 13s remaining: 8.79s 1340: total: 1m 13s remaining: 8.73s 1341: total: 1m 13s remaining: 8.68s 1342: total: 1m 13s remaining: 8.62s 1343: total: 1m 13s remaining: 8.56s 1344: total: 1m 13s remaining: 8.51s 1345: total: 1m 13s remaining: 8.45s 1346: total: 1m 13s remaining: 8.4s 1347: total: 1m 13s remaining: 8.34s 1348: total: 1m 14s remaining: 8.29s 1349: total: 1m 14s remaining: 8.23s 1350: total: 1m 14s remaining: 8.18s 1351: total: 1m 14s remaining: 8.12s 1352: total: 1m 14s remaining: 8.07s 1353: total: 1m 14s remaining: 8.01s 1354: total: 1m 14s remaining: 7.96s 1355: total: 1m 14s remaining: 7.9s 1356: total: 1m 14s remaining: 7.85s 1357: total: 1m 14s remaining: 7.8s 1358: total: 1m 14s remaining: 7.74s 1359: total: 1m 14s remaining: 7.69s 1360: total: 1m 14s remaining: 7.63s 1361: total: 1m 14s remaining: 7.58s 1362: total: 1m 14s remaining: 7.52s 1363: total: 1m 14s remaining: 7.47s 1364: total: 1m 14s remaining: 7.41s 1365: total: 1m 15s remaining: 7.36s 1366: total: 1m 15s remaining: 7.3s 1367: total: 1m 15s remaining: 7.25s 1368: total: 1m 15s remaining: 7.19s 1369: total: 1m 15s remaining: 7.14s 1370: total: 1m 15s remaining: 7.08s 1371: total: 1m 15s remaining: 7.03s 1372: total: 1m 15s remaining: 6.97s 1373: total: 1m 15s remaining: 6.92s 1374: total: 1m 15s remaining: 6.87s 1375: total: 1m 15s remaining: 6.81s 1376: total: 1m 15s remaining: 6.75s 1377: total: 1m 15s remaining: 6.7s 1378: total: 1m 15s remaining: 6.64s 1379: total: 1m 15s remaining: 6.59s 1380: total: 1m 15s remaining: 6.53s 1381: total: 1m 15s remaining: 6.47s 1382: total: 1m 15s remaining: 6.42s 1383: total: 1m 15s remaining: 6.37s 1384: total: 1m 16s remaining: 6.31s 1385: total: 1m 16s remaining: 6.25s 1386: total: 1m 16s remaining: 6.2s 1387: total: 1m 16s remaining: 6.14s 1388: total: 1m 16s remaining: 6.09s 1389: total: 1m 16s remaining: 6.03s 1390: total: 1m 16s remaining: 5.98s 1391: total: 1m 16s remaining: 5.92s 1392: total: 1m 16s remaining: 5.87s 1393: total: 1m 16s remaining: 5.81s 1394: total: 1m 16s remaining: 5.76s 1395: total: 1m 16s remaining: 5.7s 1396: total: 1m 16s remaining: 5.65s 1397: total: 1m 16s remaining: 5.59s 1398: total: 1m 16s remaining: 5.54s 1399: total: 1m 16s remaining: 5.48s 1400: total: 1m 16s remaining: 5.42s 1401: total: 1m 16s remaining: 5.37s 1402: total: 1m 16s remaining: 5.31s 1403: total: 1m 16s remaining: 5.26s 1404: total: 1m 16s remaining: 5.2s 1405: total: 1m 16s remaining: 5.15s 1406: total: 1m 17s remaining: 5.09s 1407: total: 1m 17s remaining: 5.04s 1408: total: 1m 17s remaining: 4.98s 1409: total: 1m 17s remaining: 4.93s 1410: total: 1m 17s remaining: 4.87s 1411: total: 1m 17s remaining: 4.82s 1412: total: 1m 17s remaining: 4.76s 1413: total: 1m 17s remaining: 4.71s 1414: total: 1m 17s remaining: 4.65s 1415: total: 1m 17s remaining: 4.6s 1416: total: 1m 17s remaining: 4.54s 1417: total: 1m 17s remaining: 4.49s 1418: total: 1m 17s remaining: 4.43s 1419: total: 1m 17s remaining: 4.38s 1420: total: 1m 17s remaining: 4.32s 1421: total: 1m 17s remaining: 4.26s 1422: total: 1m 17s remaining: 4.21s 1423: total: 1m 17s remaining: 4.15s 1424: total: 1m 17s remaining: 4.1s 1425: total: 1m 17s remaining: 4.04s 1426: total: 1m 18s remaining: 3.99s 1427: total: 1m 18s remaining: 3.94s 1428: total: 1m 18s remaining: 3.88s 1429: total: 1m 18s remaining: 3.83s 1430: total: 1m 18s remaining: 3.77s 1431: total: 1m 18s remaining: 3.71s 1432: total: 1m 18s remaining: 3.66s 1433: total: 1m 18s remaining: 3.6s 1434: total: 1m 18s remaining: 3.55s 1435: total: 1m 18s remaining: 3.5s 1436: total: 1m 18s remaining: 3.44s 1437: total: 1m 18s remaining: 3.38s 1438: total: 1m 18s remaining: 3.33s 1439: total: 1m 18s remaining: 3.27s 1440: total: 1m 18s remaining: 3.22s 1441: total: 1m 18s remaining: 3.17s 1442: total: 1m 18s remaining: 3.11s 1443: total: 1m 18s remaining: 3.06s 1444: total: 1m 18s remaining: 3s 1445: total: 1m 18s remaining: 2.95s 1446: total: 1m 18s remaining: 2.89s 1447: total: 1m 18s remaining: 2.84s 1448: total: 1m 19s remaining: 2.78s 1449: total: 1m 19s remaining: 2.73s 1450: total: 1m 19s remaining: 2.67s 1451: total: 1m 19s remaining: 2.62s 1452: total: 1m 19s remaining: 2.56s 1453: total: 1m 19s remaining: 2.51s 1454: total: 1m 19s remaining: 2.45s 1455: total: 1m 19s remaining: 2.4s 1456: total: 1m 19s remaining: 2.34s 1457: total: 1m 19s remaining: 2.29s 1458: total: 1m 19s remaining: 2.23s 1459: total: 1m 19s remaining: 2.18s 1460: total: 1m 19s remaining: 2.12s 1461: total: 1m 19s remaining: 2.07s 1462: total: 1m 19s remaining: 2.02s 1463: total: 1m 19s remaining: 1.96s 1464: total: 1m 19s remaining: 1.91s 1465: total: 1m 19s remaining: 1.85s 1466: total: 1m 19s remaining: 1.8s 1467: total: 1m 19s remaining: 1.74s 1468: total: 1m 19s remaining: 1.69s 1469: total: 1m 20s remaining: 1.63s 1470: total: 1m 20s remaining: 1.58s 1471: total: 1m 20s remaining: 1.52s 1472: total: 1m 20s remaining: 1.47s 1473: total: 1m 20s remaining: 1.42s 1474: total: 1m 20s remaining: 1.36s 1475: total: 1m 20s remaining: 1.31s 1476: total: 1m 20s remaining: 1.25s 1477: total: 1m 20s remaining: 1.2s 1478: total: 1m 20s remaining: 1.14s 1479: total: 1m 20s remaining: 1.09s 1480: total: 1m 20s remaining: 1.03s 1481: total: 1m 20s remaining: 979ms 1482: total: 1m 20s remaining: 925ms 1483: total: 1m 20s remaining: 870ms 1484: total: 1m 20s remaining: 816ms 1485: total: 1m 20s remaining: 761ms 1486: total: 1m 20s remaining: 707ms 1487: total: 1m 20s remaining: 652ms 1488: total: 1m 20s remaining: 598ms 1489: total: 1m 20s remaining: 544ms 1490: total: 1m 21s remaining: 489ms 1491: total: 1m 21s remaining: 435ms 1492: total: 1m 21s remaining: 380ms 1493: total: 1m 21s remaining: 326ms 1494: total: 1m 21s remaining: 272ms 1495: total: 1m 21s remaining: 217ms 1496: total: 1m 21s remaining: 163ms 1497: total: 1m 21s remaining: 109ms 1498: total: 1m 21s remaining: 54.4ms 1499: total: 1m 21s remaining: 0us Learning rate set to 0.021203 0: total: 54.8ms remaining: 1m 22s 1: total: 110ms remaining: 1m 22s 2: total: 166ms remaining: 1m 22s
Default metric period is 5 because AUC is/are not implemented for GPU
3: total: 225ms remaining: 1m 24s 4: total: 289ms remaining: 1m 26s 5: total: 344ms remaining: 1m 25s 6: total: 412ms remaining: 1m 27s 7: total: 479ms remaining: 1m 29s 8: total: 533ms remaining: 1m 28s 9: total: 591ms remaining: 1m 28s 10: total: 643ms remaining: 1m 27s 11: total: 701ms remaining: 1m 26s 12: total: 763ms remaining: 1m 27s 13: total: 817ms remaining: 1m 26s 14: total: 873ms remaining: 1m 26s 15: total: 934ms remaining: 1m 26s 16: total: 994ms remaining: 1m 26s 17: total: 1.05s remaining: 1m 26s 18: total: 1.1s remaining: 1m 26s 19: total: 1.16s remaining: 1m 25s 20: total: 1.23s remaining: 1m 26s 21: total: 1.29s remaining: 1m 26s 22: total: 1.35s remaining: 1m 26s 23: total: 1.41s remaining: 1m 26s 24: total: 1.48s remaining: 1m 27s 25: total: 1.54s remaining: 1m 27s 26: total: 1.61s remaining: 1m 27s 27: total: 1.69s remaining: 1m 28s 28: total: 1.85s remaining: 1m 34s 29: total: 1.91s remaining: 1m 33s 30: total: 1.98s remaining: 1m 33s 31: total: 2.04s remaining: 1m 33s 32: total: 2.09s remaining: 1m 33s 33: total: 2.15s remaining: 1m 32s 34: total: 2.21s remaining: 1m 32s 35: total: 2.27s remaining: 1m 32s 36: total: 2.32s remaining: 1m 31s 37: total: 2.38s remaining: 1m 31s 38: total: 2.44s remaining: 1m 31s 39: total: 2.49s remaining: 1m 30s 40: total: 2.55s remaining: 1m 30s 41: total: 2.6s remaining: 1m 30s 42: total: 2.66s remaining: 1m 30s 43: total: 2.71s remaining: 1m 29s 44: total: 2.76s remaining: 1m 29s 45: total: 2.81s remaining: 1m 28s 46: total: 2.87s remaining: 1m 28s 47: total: 2.92s remaining: 1m 28s 48: total: 2.98s remaining: 1m 28s 49: total: 3.03s remaining: 1m 27s 50: total: 3.09s remaining: 1m 27s 51: total: 3.14s remaining: 1m 27s 52: total: 3.2s remaining: 1m 27s 53: total: 3.25s remaining: 1m 27s 54: total: 3.31s remaining: 1m 26s 55: total: 3.37s remaining: 1m 26s 56: total: 3.42s remaining: 1m 26s 57: total: 3.47s remaining: 1m 26s 58: total: 3.52s remaining: 1m 25s 59: total: 3.57s remaining: 1m 25s 60: total: 3.62s remaining: 1m 25s 61: total: 3.68s remaining: 1m 25s 62: total: 3.73s remaining: 1m 25s 63: total: 3.78s remaining: 1m 24s 64: total: 3.83s remaining: 1m 24s 65: total: 3.89s remaining: 1m 24s 66: total: 3.93s remaining: 1m 24s 67: total: 3.99s remaining: 1m 23s 68: total: 4.04s remaining: 1m 23s 69: total: 4.1s remaining: 1m 23s 70: total: 4.17s remaining: 1m 23s 71: total: 4.22s remaining: 1m 23s 72: total: 4.28s remaining: 1m 23s 73: total: 4.33s remaining: 1m 23s 74: total: 4.39s remaining: 1m 23s 75: total: 4.44s remaining: 1m 23s 76: total: 4.5s remaining: 1m 23s 77: total: 4.54s remaining: 1m 22s 78: total: 4.59s remaining: 1m 22s 79: total: 4.64s remaining: 1m 22s 80: total: 4.7s remaining: 1m 22s 81: total: 4.75s remaining: 1m 22s 82: total: 4.8s remaining: 1m 21s 83: total: 4.85s remaining: 1m 21s 84: total: 4.9s remaining: 1m 21s 85: total: 4.95s remaining: 1m 21s 86: total: 5.01s remaining: 1m 21s 87: total: 5.05s remaining: 1m 21s 88: total: 5.1s remaining: 1m 20s 89: total: 5.15s remaining: 1m 20s 90: total: 5.2s remaining: 1m 20s 91: total: 5.25s remaining: 1m 20s 92: total: 5.3s remaining: 1m 20s 93: total: 5.35s remaining: 1m 19s 94: total: 5.39s remaining: 1m 19s 95: total: 5.45s remaining: 1m 19s 96: total: 5.5s remaining: 1m 19s 97: total: 5.54s remaining: 1m 19s 98: total: 5.59s remaining: 1m 19s 99: total: 5.64s remaining: 1m 19s 100: total: 5.7s remaining: 1m 18s 101: total: 5.75s remaining: 1m 18s 102: total: 5.8s remaining: 1m 18s 103: total: 5.84s remaining: 1m 18s 104: total: 5.89s remaining: 1m 18s 105: total: 5.95s remaining: 1m 18s 106: total: 6s remaining: 1m 18s 107: total: 6.04s remaining: 1m 17s 108: total: 6.09s remaining: 1m 17s 109: total: 6.14s remaining: 1m 17s 110: total: 6.19s remaining: 1m 17s 111: total: 6.25s remaining: 1m 17s 112: total: 6.3s remaining: 1m 17s 113: total: 6.35s remaining: 1m 17s 114: total: 6.4s remaining: 1m 17s 115: total: 6.45s remaining: 1m 17s 116: total: 6.5s remaining: 1m 16s 117: total: 6.56s remaining: 1m 16s 118: total: 6.61s remaining: 1m 16s 119: total: 6.67s remaining: 1m 16s 120: total: 6.72s remaining: 1m 16s 121: total: 6.76s remaining: 1m 16s 122: total: 6.82s remaining: 1m 16s 123: total: 6.87s remaining: 1m 16s 124: total: 6.92s remaining: 1m 16s 125: total: 6.97s remaining: 1m 15s 126: total: 7.01s remaining: 1m 15s 127: total: 7.07s remaining: 1m 15s 128: total: 7.12s remaining: 1m 15s 129: total: 7.17s remaining: 1m 15s 130: total: 7.22s remaining: 1m 15s 131: total: 7.26s remaining: 1m 15s 132: total: 7.31s remaining: 1m 15s 133: total: 7.36s remaining: 1m 15s 134: total: 7.43s remaining: 1m 15s 135: total: 7.48s remaining: 1m 15s 136: total: 7.53s remaining: 1m 14s 137: total: 7.58s remaining: 1m 14s 138: total: 7.63s remaining: 1m 14s 139: total: 7.68s remaining: 1m 14s 140: total: 7.73s remaining: 1m 14s 141: total: 7.78s remaining: 1m 14s 142: total: 7.82s remaining: 1m 14s 143: total: 7.87s remaining: 1m 14s 144: total: 7.93s remaining: 1m 14s 145: total: 7.98s remaining: 1m 14s 146: total: 8.03s remaining: 1m 13s 147: total: 8.08s remaining: 1m 13s 148: total: 8.13s remaining: 1m 13s 149: total: 8.18s remaining: 1m 13s 150: total: 8.23s remaining: 1m 13s 151: total: 8.28s remaining: 1m 13s 152: total: 8.33s remaining: 1m 13s 153: total: 8.38s remaining: 1m 13s 154: total: 8.43s remaining: 1m 13s 155: total: 8.48s remaining: 1m 13s 156: total: 8.54s remaining: 1m 13s 157: total: 8.59s remaining: 1m 12s 158: total: 8.64s remaining: 1m 12s 159: total: 8.69s remaining: 1m 12s 160: total: 8.74s remaining: 1m 12s 161: total: 8.79s remaining: 1m 12s 162: total: 8.85s remaining: 1m 12s 163: total: 8.9s remaining: 1m 12s 164: total: 8.95s remaining: 1m 12s 165: total: 9s remaining: 1m 12s 166: total: 9.05s remaining: 1m 12s 167: total: 9.1s remaining: 1m 12s 168: total: 9.15s remaining: 1m 12s 169: total: 9.2s remaining: 1m 12s 170: total: 9.25s remaining: 1m 11s 171: total: 9.3s remaining: 1m 11s 172: total: 9.35s remaining: 1m 11s 173: total: 9.39s remaining: 1m 11s 174: total: 9.45s remaining: 1m 11s 175: total: 9.5s remaining: 1m 11s 176: total: 9.55s remaining: 1m 11s 177: total: 9.59s remaining: 1m 11s 178: total: 9.63s remaining: 1m 11s 179: total: 9.69s remaining: 1m 11s 180: total: 9.74s remaining: 1m 10s 181: total: 9.79s remaining: 1m 10s 182: total: 9.86s remaining: 1m 10s 183: total: 9.9s remaining: 1m 10s 184: total: 9.96s remaining: 1m 10s 185: total: 10s remaining: 1m 10s 186: total: 10.1s remaining: 1m 10s 187: total: 10.1s remaining: 1m 10s 188: total: 10.2s remaining: 1m 10s 189: total: 10.2s remaining: 1m 10s 190: total: 10.3s remaining: 1m 10s 191: total: 10.3s remaining: 1m 10s 192: total: 10.4s remaining: 1m 10s 193: total: 10.4s remaining: 1m 10s 194: total: 10.5s remaining: 1m 10s 195: total: 10.5s remaining: 1m 10s 196: total: 10.6s remaining: 1m 9s 197: total: 10.6s remaining: 1m 9s 198: total: 10.7s remaining: 1m 9s 199: total: 10.7s remaining: 1m 9s 200: total: 10.8s remaining: 1m 9s 201: total: 10.8s remaining: 1m 9s 202: total: 10.9s remaining: 1m 9s 203: total: 10.9s remaining: 1m 9s 204: total: 11s remaining: 1m 9s 205: total: 11.1s remaining: 1m 9s 206: total: 11.1s remaining: 1m 9s 207: total: 11.2s remaining: 1m 9s 208: total: 11.2s remaining: 1m 9s 209: total: 11.3s remaining: 1m 9s 210: total: 11.3s remaining: 1m 9s 211: total: 11.4s remaining: 1m 9s 212: total: 11.4s remaining: 1m 9s 213: total: 11.5s remaining: 1m 8s 214: total: 11.5s remaining: 1m 8s 215: total: 11.6s remaining: 1m 8s 216: total: 11.6s remaining: 1m 8s 217: total: 11.7s remaining: 1m 8s 218: total: 11.7s remaining: 1m 8s 219: total: 11.8s remaining: 1m 8s 220: total: 11.8s remaining: 1m 8s 221: total: 11.9s remaining: 1m 8s 222: total: 12s remaining: 1m 8s 223: total: 12s remaining: 1m 8s 224: total: 12.1s remaining: 1m 8s 225: total: 12.1s remaining: 1m 8s 226: total: 12.2s remaining: 1m 8s 227: total: 12.2s remaining: 1m 8s 228: total: 12.3s remaining: 1m 8s 229: total: 12.3s remaining: 1m 8s 230: total: 12.4s remaining: 1m 8s 231: total: 12.4s remaining: 1m 8s 232: total: 12.5s remaining: 1m 8s 233: total: 12.6s remaining: 1m 8s 234: total: 12.7s remaining: 1m 8s 235: total: 12.8s remaining: 1m 8s 236: total: 12.8s remaining: 1m 8s 237: total: 12.9s remaining: 1m 8s 238: total: 13s remaining: 1m 8s 239: total: 13.1s remaining: 1m 8s 240: total: 13.1s remaining: 1m 8s 241: total: 13.2s remaining: 1m 8s 242: total: 13.3s remaining: 1m 8s 243: total: 13.3s remaining: 1m 8s 244: total: 13.4s remaining: 1m 8s 245: total: 13.4s remaining: 1m 8s 246: total: 13.5s remaining: 1m 8s 247: total: 13.5s remaining: 1m 8s 248: total: 13.6s remaining: 1m 8s 249: total: 13.7s remaining: 1m 8s 250: total: 13.7s remaining: 1m 8s 251: total: 13.8s remaining: 1m 8s 252: total: 13.8s remaining: 1m 8s 253: total: 13.9s remaining: 1m 8s 254: total: 13.9s remaining: 1m 8s 255: total: 14s remaining: 1m 8s 256: total: 14.1s remaining: 1m 7s 257: total: 14.1s remaining: 1m 7s 258: total: 14.2s remaining: 1m 7s 259: total: 14.2s remaining: 1m 7s 260: total: 14.3s remaining: 1m 7s 261: total: 14.3s remaining: 1m 7s 262: total: 14.4s remaining: 1m 7s 263: total: 14.4s remaining: 1m 7s 264: total: 14.5s remaining: 1m 7s 265: total: 14.6s remaining: 1m 7s 266: total: 14.6s remaining: 1m 7s 267: total: 14.7s remaining: 1m 7s 268: total: 14.8s remaining: 1m 7s 269: total: 14.8s remaining: 1m 7s 270: total: 14.9s remaining: 1m 7s 271: total: 14.9s remaining: 1m 7s 272: total: 15s remaining: 1m 7s 273: total: 15s remaining: 1m 7s 274: total: 15.1s remaining: 1m 7s 275: total: 15.1s remaining: 1m 7s 276: total: 15.2s remaining: 1m 7s 277: total: 15.3s remaining: 1m 7s 278: total: 15.3s remaining: 1m 6s 279: total: 15.4s remaining: 1m 6s 280: total: 15.4s remaining: 1m 6s 281: total: 15.5s remaining: 1m 6s 282: total: 15.5s remaining: 1m 6s 283: total: 15.6s remaining: 1m 6s 284: total: 15.6s remaining: 1m 6s 285: total: 15.7s remaining: 1m 6s 286: total: 15.7s remaining: 1m 6s 287: total: 15.8s remaining: 1m 6s 288: total: 15.8s remaining: 1m 6s 289: total: 15.9s remaining: 1m 6s 290: total: 16s remaining: 1m 6s 291: total: 16s remaining: 1m 6s 292: total: 16.1s remaining: 1m 6s 293: total: 16.1s remaining: 1m 6s 294: total: 16.2s remaining: 1m 6s 295: total: 16.2s remaining: 1m 6s 296: total: 16.3s remaining: 1m 6s 297: total: 16.4s remaining: 1m 5s 298: total: 16.4s remaining: 1m 5s 299: total: 16.5s remaining: 1m 5s 300: total: 16.5s remaining: 1m 5s 301: total: 16.6s remaining: 1m 5s 302: total: 16.6s remaining: 1m 5s 303: total: 16.7s remaining: 1m 5s 304: total: 16.7s remaining: 1m 5s 305: total: 16.8s remaining: 1m 5s 306: total: 16.9s remaining: 1m 5s 307: total: 16.9s remaining: 1m 5s 308: total: 17s remaining: 1m 5s 309: total: 17s remaining: 1m 5s 310: total: 17.1s remaining: 1m 5s 311: total: 17.1s remaining: 1m 5s 312: total: 17.2s remaining: 1m 5s 313: total: 17.3s remaining: 1m 5s 314: total: 17.4s remaining: 1m 5s 315: total: 17.4s remaining: 1m 5s 316: total: 17.5s remaining: 1m 5s 317: total: 17.5s remaining: 1m 5s 318: total: 17.6s remaining: 1m 5s 319: total: 17.6s remaining: 1m 5s 320: total: 17.7s remaining: 1m 5s 321: total: 17.8s remaining: 1m 4s 322: total: 17.8s remaining: 1m 4s 323: total: 17.9s remaining: 1m 4s 324: total: 17.9s remaining: 1m 4s 325: total: 18s remaining: 1m 4s 326: total: 18s remaining: 1m 4s 327: total: 18.1s remaining: 1m 4s 328: total: 18.2s remaining: 1m 4s 329: total: 18.3s remaining: 1m 4s 330: total: 18.3s remaining: 1m 4s 331: total: 18.4s remaining: 1m 4s 332: total: 18.5s remaining: 1m 4s 333: total: 18.5s remaining: 1m 4s 334: total: 18.6s remaining: 1m 4s 335: total: 18.7s remaining: 1m 4s 336: total: 18.7s remaining: 1m 4s 337: total: 18.8s remaining: 1m 4s 338: total: 18.9s remaining: 1m 4s 339: total: 18.9s remaining: 1m 4s 340: total: 19.1s remaining: 1m 4s 341: total: 19.1s remaining: 1m 4s 342: total: 19.2s remaining: 1m 4s 343: total: 19.3s remaining: 1m 4s 344: total: 19.4s remaining: 1m 4s 345: total: 19.4s remaining: 1m 4s 346: total: 19.5s remaining: 1m 4s 347: total: 19.5s remaining: 1m 4s 348: total: 19.6s remaining: 1m 4s 349: total: 19.7s remaining: 1m 4s 350: total: 19.7s remaining: 1m 4s 351: total: 19.8s remaining: 1m 4s 352: total: 19.9s remaining: 1m 4s 353: total: 20s remaining: 1m 4s 354: total: 20s remaining: 1m 4s 355: total: 20.1s remaining: 1m 4s 356: total: 20.2s remaining: 1m 4s 357: total: 20.4s remaining: 1m 4s 358: total: 20.5s remaining: 1m 5s 359: total: 20.7s remaining: 1m 5s 360: total: 21s remaining: 1m 6s 361: total: 21.2s remaining: 1m 6s 362: total: 21.5s remaining: 1m 7s 363: total: 21.6s remaining: 1m 7s 364: total: 21.8s remaining: 1m 7s 365: total: 21.8s remaining: 1m 7s 366: total: 21.9s remaining: 1m 7s 367: total: 22s remaining: 1m 7s 368: total: 22s remaining: 1m 7s 369: total: 22.1s remaining: 1m 7s 370: total: 22.1s remaining: 1m 7s 371: total: 22.2s remaining: 1m 7s 372: total: 22.3s remaining: 1m 7s 373: total: 22.4s remaining: 1m 7s 374: total: 22.4s remaining: 1m 7s 375: total: 22.5s remaining: 1m 7s 376: total: 22.6s remaining: 1m 7s 377: total: 22.7s remaining: 1m 7s 378: total: 22.8s remaining: 1m 7s 379: total: 22.9s remaining: 1m 7s 380: total: 23s remaining: 1m 7s 381: total: 23.1s remaining: 1m 7s 382: total: 23.1s remaining: 1m 7s 383: total: 23.2s remaining: 1m 7s 384: total: 23.2s remaining: 1m 7s 385: total: 23.3s remaining: 1m 7s 386: total: 23.3s remaining: 1m 7s 387: total: 23.4s remaining: 1m 7s 388: total: 23.5s remaining: 1m 7s 389: total: 23.5s remaining: 1m 6s 390: total: 23.6s remaining: 1m 6s 391: total: 23.6s remaining: 1m 6s 392: total: 23.7s remaining: 1m 6s 393: total: 23.8s remaining: 1m 6s 394: total: 23.8s remaining: 1m 6s 395: total: 23.9s remaining: 1m 6s 396: total: 23.9s remaining: 1m 6s 397: total: 24s remaining: 1m 6s 398: total: 24s remaining: 1m 6s 399: total: 24.1s remaining: 1m 6s 400: total: 24.1s remaining: 1m 6s 401: total: 24.2s remaining: 1m 5s 402: total: 24.2s remaining: 1m 5s 403: total: 24.3s remaining: 1m 5s 404: total: 24.3s remaining: 1m 5s 405: total: 24.4s remaining: 1m 5s 406: total: 24.5s remaining: 1m 5s 407: total: 24.7s remaining: 1m 6s 408: total: 24.9s remaining: 1m 6s 409: total: 25s remaining: 1m 6s 410: total: 25.2s remaining: 1m 6s 411: total: 25.3s remaining: 1m 6s 412: total: 25.5s remaining: 1m 7s 413: total: 25.6s remaining: 1m 7s 414: total: 25.7s remaining: 1m 7s 415: total: 25.8s remaining: 1m 7s 416: total: 25.9s remaining: 1m 7s 417: total: 25.9s remaining: 1m 7s 418: total: 26s remaining: 1m 7s 419: total: 26s remaining: 1m 6s 420: total: 26.2s remaining: 1m 7s 421: total: 26.3s remaining: 1m 7s 422: total: 26.3s remaining: 1m 7s 423: total: 26.4s remaining: 1m 7s 424: total: 26.5s remaining: 1m 7s 425: total: 26.7s remaining: 1m 7s 426: total: 26.8s remaining: 1m 7s 427: total: 26.9s remaining: 1m 7s 428: total: 27s remaining: 1m 7s 429: total: 27.1s remaining: 1m 7s 430: total: 27.2s remaining: 1m 7s 431: total: 27.3s remaining: 1m 7s 432: total: 27.5s remaining: 1m 7s 433: total: 27.5s remaining: 1m 7s 434: total: 27.6s remaining: 1m 7s 435: total: 27.7s remaining: 1m 7s 436: total: 27.8s remaining: 1m 7s 437: total: 27.8s remaining: 1m 7s 438: total: 27.9s remaining: 1m 7s 439: total: 28s remaining: 1m 7s 440: total: 28s remaining: 1m 7s 441: total: 28.1s remaining: 1m 7s 442: total: 28.2s remaining: 1m 7s 443: total: 28.2s remaining: 1m 7s 444: total: 28.3s remaining: 1m 7s 445: total: 28.3s remaining: 1m 6s 446: total: 28.4s remaining: 1m 6s 447: total: 28.4s remaining: 1m 6s 448: total: 28.5s remaining: 1m 6s 449: total: 28.5s remaining: 1m 6s 450: total: 28.6s remaining: 1m 6s 451: total: 28.6s remaining: 1m 6s 452: total: 28.7s remaining: 1m 6s 453: total: 28.7s remaining: 1m 6s 454: total: 28.8s remaining: 1m 6s 455: total: 28.8s remaining: 1m 6s 456: total: 28.9s remaining: 1m 5s 457: total: 29s remaining: 1m 5s 458: total: 29s remaining: 1m 5s 459: total: 29.1s remaining: 1m 5s 460: total: 29.1s remaining: 1m 5s 461: total: 29.2s remaining: 1m 5s 462: total: 29.2s remaining: 1m 5s 463: total: 29.3s remaining: 1m 5s 464: total: 29.4s remaining: 1m 5s 465: total: 29.4s remaining: 1m 5s 466: total: 29.5s remaining: 1m 5s 467: total: 29.6s remaining: 1m 5s 468: total: 29.8s remaining: 1m 5s 469: total: 29.9s remaining: 1m 5s 470: total: 30s remaining: 1m 5s 471: total: 30.1s remaining: 1m 5s 472: total: 30.3s remaining: 1m 5s 473: total: 30.4s remaining: 1m 5s 474: total: 30.5s remaining: 1m 5s 475: total: 30.6s remaining: 1m 5s 476: total: 30.7s remaining: 1m 5s 477: total: 30.8s remaining: 1m 5s 478: total: 31s remaining: 1m 5s 479: total: 31s remaining: 1m 5s 480: total: 31.1s remaining: 1m 5s 481: total: 31.3s remaining: 1m 6s 482: total: 31.3s remaining: 1m 5s 483: total: 31.4s remaining: 1m 5s 484: total: 31.4s remaining: 1m 5s 485: total: 31.5s remaining: 1m 5s 486: total: 31.6s remaining: 1m 5s 487: total: 31.7s remaining: 1m 5s 488: total: 31.8s remaining: 1m 5s 489: total: 31.8s remaining: 1m 5s 490: total: 31.9s remaining: 1m 5s 491: total: 31.9s remaining: 1m 5s 492: total: 32s remaining: 1m 5s 493: total: 32s remaining: 1m 5s 494: total: 32.1s remaining: 1m 5s 495: total: 32.1s remaining: 1m 5s 496: total: 32.2s remaining: 1m 4s 497: total: 32.3s remaining: 1m 4s 498: total: 32.3s remaining: 1m 4s 499: total: 32.4s remaining: 1m 4s 500: total: 32.4s remaining: 1m 4s 501: total: 32.5s remaining: 1m 4s 502: total: 32.6s remaining: 1m 4s 503: total: 32.6s remaining: 1m 4s 504: total: 32.7s remaining: 1m 4s 505: total: 32.8s remaining: 1m 4s 506: total: 32.9s remaining: 1m 4s 507: total: 33s remaining: 1m 4s 508: total: 33.1s remaining: 1m 4s 509: total: 33.2s remaining: 1m 4s 510: total: 33.3s remaining: 1m 4s 511: total: 33.5s remaining: 1m 4s 512: total: 33.6s remaining: 1m 4s 513: total: 33.7s remaining: 1m 4s 514: total: 33.9s remaining: 1m 4s 515: total: 34s remaining: 1m 4s 516: total: 34.1s remaining: 1m 4s 517: total: 34.2s remaining: 1m 4s 518: total: 34.4s remaining: 1m 4s 519: total: 34.6s remaining: 1m 5s 520: total: 34.7s remaining: 1m 5s 521: total: 34.8s remaining: 1m 5s 522: total: 34.9s remaining: 1m 5s 523: total: 35s remaining: 1m 5s 524: total: 35s remaining: 1m 5s 525: total: 35.1s remaining: 1m 5s 526: total: 35.2s remaining: 1m 5s 527: total: 35.3s remaining: 1m 4s 528: total: 35.4s remaining: 1m 4s 529: total: 35.5s remaining: 1m 4s 530: total: 35.6s remaining: 1m 5s 531: total: 35.7s remaining: 1m 4s 532: total: 35.8s remaining: 1m 4s 533: total: 35.9s remaining: 1m 5s 534: total: 36s remaining: 1m 4s 535: total: 36.1s remaining: 1m 4s 536: total: 36.2s remaining: 1m 4s 537: total: 36.3s remaining: 1m 4s 538: total: 36.3s remaining: 1m 4s 539: total: 36.4s remaining: 1m 4s 540: total: 36.5s remaining: 1m 4s 541: total: 36.6s remaining: 1m 4s 542: total: 36.7s remaining: 1m 4s 543: total: 36.9s remaining: 1m 4s 544: total: 37s remaining: 1m 4s 545: total: 37.1s remaining: 1m 4s 546: total: 37.2s remaining: 1m 4s 547: total: 37.3s remaining: 1m 4s 548: total: 37.3s remaining: 1m 4s 549: total: 37.4s remaining: 1m 4s 550: total: 37.6s remaining: 1m 4s 551: total: 37.7s remaining: 1m 4s 552: total: 37.9s remaining: 1m 4s 553: total: 38s remaining: 1m 4s 554: total: 38.1s remaining: 1m 4s 555: total: 38.2s remaining: 1m 4s 556: total: 38.2s remaining: 1m 4s 557: total: 38.3s remaining: 1m 4s 558: total: 38.3s remaining: 1m 4s 559: total: 38.4s remaining: 1m 4s 560: total: 38.4s remaining: 1m 4s 561: total: 38.5s remaining: 1m 4s 562: total: 38.6s remaining: 1m 4s 563: total: 38.6s remaining: 1m 4s 564: total: 38.7s remaining: 1m 4s 565: total: 38.8s remaining: 1m 3s 566: total: 38.8s remaining: 1m 3s 567: total: 38.9s remaining: 1m 3s 568: total: 38.9s remaining: 1m 3s 569: total: 39s remaining: 1m 3s 570: total: 39s remaining: 1m 3s 571: total: 39.1s remaining: 1m 3s 572: total: 39.2s remaining: 1m 3s 573: total: 39.3s remaining: 1m 3s 574: total: 39.3s remaining: 1m 3s 575: total: 39.4s remaining: 1m 3s 576: total: 39.4s remaining: 1m 3s 577: total: 39.5s remaining: 1m 3s 578: total: 39.5s remaining: 1m 2s 579: total: 39.6s remaining: 1m 2s 580: total: 39.6s remaining: 1m 2s 581: total: 39.7s remaining: 1m 2s 582: total: 39.8s remaining: 1m 2s 583: total: 39.9s remaining: 1m 2s 584: total: 40s remaining: 1m 2s 585: total: 40.1s remaining: 1m 2s 586: total: 40.1s remaining: 1m 2s 587: total: 40.2s remaining: 1m 2s 588: total: 40.2s remaining: 1m 2s 589: total: 40.3s remaining: 1m 2s 590: total: 40.3s remaining: 1m 2s 591: total: 40.4s remaining: 1m 1s 592: total: 40.5s remaining: 1m 1s 593: total: 40.5s remaining: 1m 1s 594: total: 40.6s remaining: 1m 1s 595: total: 40.7s remaining: 1m 1s 596: total: 40.7s remaining: 1m 1s 597: total: 40.8s remaining: 1m 1s 598: total: 40.8s remaining: 1m 1s 599: total: 40.9s remaining: 1m 1s 600: total: 40.9s remaining: 1m 1s 601: total: 41s remaining: 1m 1s 602: total: 41s remaining: 1m 1s 603: total: 41.1s remaining: 1m 604: total: 41.1s remaining: 1m 605: total: 41.2s remaining: 1m 606: total: 41.3s remaining: 1m 607: total: 41.3s remaining: 1m 608: total: 41.4s remaining: 1m 609: total: 41.4s remaining: 1m 610: total: 41.5s remaining: 1m 611: total: 41.6s remaining: 1m 612: total: 41.6s remaining: 1m 613: total: 41.7s remaining: 1m 614: total: 41.7s remaining: 1m 615: total: 41.8s remaining: 60s 616: total: 41.9s remaining: 59.9s 617: total: 42s remaining: 59.9s 618: total: 42s remaining: 59.8s 619: total: 42.1s remaining: 59.7s 620: total: 42.1s remaining: 59.6s 621: total: 42.2s remaining: 59.5s 622: total: 42.2s remaining: 59.4s 623: total: 42.3s remaining: 59.3s 624: total: 42.3s remaining: 59.3s 625: total: 42.4s remaining: 59.2s 626: total: 42.4s remaining: 59.1s 627: total: 42.5s remaining: 59s 628: total: 42.5s remaining: 58.9s 629: total: 42.6s remaining: 58.8s 630: total: 42.6s remaining: 58.7s 631: total: 42.7s remaining: 58.6s 632: total: 42.7s remaining: 58.5s 633: total: 42.8s remaining: 58.4s 634: total: 42.8s remaining: 58.3s 635: total: 42.9s remaining: 58.2s 636: total: 42.9s remaining: 58.1s 637: total: 43s remaining: 58.1s 638: total: 43s remaining: 58s 639: total: 43.1s remaining: 57.9s 640: total: 43.1s remaining: 57.8s 641: total: 43.2s remaining: 57.7s 642: total: 43.2s remaining: 57.6s 643: total: 43.3s remaining: 57.5s 644: total: 43.3s remaining: 57.4s 645: total: 43.4s remaining: 57.4s 646: total: 43.5s remaining: 57.3s 647: total: 43.5s remaining: 57.2s 648: total: 43.6s remaining: 57.1s 649: total: 43.6s remaining: 57.1s 650: total: 43.7s remaining: 57s 651: total: 43.7s remaining: 56.9s 652: total: 43.8s remaining: 56.8s 653: total: 43.9s remaining: 56.8s 654: total: 44s remaining: 56.7s 655: total: 44.1s remaining: 56.7s 656: total: 44.2s remaining: 56.6s 657: total: 44.2s remaining: 56.6s 658: total: 44.3s remaining: 56.5s 659: total: 44.4s remaining: 56.5s 660: total: 44.5s remaining: 56.4s 661: total: 44.5s remaining: 56.4s 662: total: 44.6s remaining: 56.3s 663: total: 44.6s remaining: 56.2s 664: total: 44.7s remaining: 56.1s 665: total: 44.8s remaining: 56.1s 666: total: 44.8s remaining: 56s 667: total: 44.9s remaining: 55.9s 668: total: 44.9s remaining: 55.8s 669: total: 45s remaining: 55.7s 670: total: 45.1s remaining: 55.7s 671: total: 45.1s remaining: 55.6s 672: total: 45.2s remaining: 55.5s 673: total: 45.3s remaining: 55.5s 674: total: 45.4s remaining: 55.5s 675: total: 45.5s remaining: 55.5s 676: total: 45.6s remaining: 55.5s 677: total: 45.8s remaining: 55.5s 678: total: 45.9s remaining: 55.5s 679: total: 46s remaining: 55.4s 680: total: 46s remaining: 55.4s 681: total: 46.1s remaining: 55.3s 682: total: 46.2s remaining: 55.3s 683: total: 46.3s remaining: 55.2s 684: total: 46.3s remaining: 55.1s 685: total: 46.4s remaining: 55s 686: total: 46.4s remaining: 55s 687: total: 46.5s remaining: 54.9s 688: total: 46.6s remaining: 54.8s 689: total: 46.7s remaining: 54.8s 690: total: 46.7s remaining: 54.7s 691: total: 46.8s remaining: 54.6s 692: total: 46.9s remaining: 54.6s 693: total: 46.9s remaining: 54.5s 694: total: 47s remaining: 54.5s 695: total: 47.1s remaining: 54.4s 696: total: 47.2s remaining: 54.4s 697: total: 47.3s remaining: 54.3s 698: total: 47.4s remaining: 54.3s 699: total: 47.5s remaining: 54.2s 700: total: 47.5s remaining: 54.2s 701: total: 47.6s remaining: 54.1s 702: total: 47.6s remaining: 54s 703: total: 47.7s remaining: 53.9s 704: total: 47.7s remaining: 53.8s 705: total: 47.8s remaining: 53.7s 706: total: 47.8s remaining: 53.7s 707: total: 47.9s remaining: 53.6s 708: total: 47.9s remaining: 53.5s 709: total: 48s remaining: 53.4s 710: total: 48.1s remaining: 53.3s 711: total: 48.1s remaining: 53.3s 712: total: 48.2s remaining: 53.2s 713: total: 48.2s remaining: 53.1s 714: total: 48.3s remaining: 53s 715: total: 48.4s remaining: 53s 716: total: 48.5s remaining: 52.9s 717: total: 48.5s remaining: 52.9s 718: total: 48.6s remaining: 52.8s 719: total: 48.7s remaining: 52.7s 720: total: 48.7s remaining: 52.6s 721: total: 48.8s remaining: 52.6s 722: total: 48.8s remaining: 52.5s 723: total: 48.9s remaining: 52.4s 724: total: 48.9s remaining: 52.3s 725: total: 49s remaining: 52.2s 726: total: 49.1s remaining: 52.2s 727: total: 49.1s remaining: 52.1s 728: total: 49.2s remaining: 52s 729: total: 49.2s remaining: 51.9s 730: total: 49.3s remaining: 51.8s 731: total: 49.3s remaining: 51.7s 732: total: 49.4s remaining: 51.7s 733: total: 49.4s remaining: 51.6s 734: total: 49.5s remaining: 51.5s 735: total: 49.5s remaining: 51.4s 736: total: 49.6s remaining: 51.3s 737: total: 49.6s remaining: 51.3s 738: total: 49.7s remaining: 51.2s 739: total: 49.8s remaining: 51.1s 740: total: 49.8s remaining: 51s 741: total: 49.9s remaining: 51s 742: total: 49.9s remaining: 50.9s 743: total: 50s remaining: 50.8s 744: total: 50.1s remaining: 50.8s 745: total: 50.2s remaining: 50.7s 746: total: 50.2s remaining: 50.6s 747: total: 50.3s remaining: 50.5s 748: total: 50.3s remaining: 50.5s 749: total: 50.4s remaining: 50.4s 750: total: 50.4s remaining: 50.3s 751: total: 50.5s remaining: 50.2s 752: total: 50.5s remaining: 50.1s 753: total: 50.6s remaining: 50.1s 754: total: 50.6s remaining: 50s 755: total: 50.7s remaining: 49.9s 756: total: 50.8s remaining: 49.9s 757: total: 50.9s remaining: 49.8s 758: total: 51s remaining: 49.8s 759: total: 51.1s remaining: 49.8s 760: total: 51.2s remaining: 49.7s 761: total: 51.3s remaining: 49.7s 762: total: 51.3s remaining: 49.6s 763: total: 51.4s remaining: 49.5s 764: total: 51.4s remaining: 49.4s 765: total: 51.5s remaining: 49.3s 766: total: 51.5s remaining: 49.3s 767: total: 51.6s remaining: 49.2s 768: total: 51.6s remaining: 49.1s 769: total: 51.7s remaining: 49s 770: total: 51.8s remaining: 49s 771: total: 51.9s remaining: 48.9s 772: total: 52s remaining: 48.9s 773: total: 52.1s remaining: 48.9s 774: total: 52.2s remaining: 48.8s 775: total: 52.2s remaining: 48.7s 776: total: 52.3s remaining: 48.7s 777: total: 52.4s remaining: 48.6s 778: total: 52.5s remaining: 48.6s 779: total: 52.6s remaining: 48.5s 780: total: 52.6s remaining: 48.4s 781: total: 52.7s remaining: 48.4s 782: total: 52.7s remaining: 48.3s 783: total: 52.8s remaining: 48.2s 784: total: 52.9s remaining: 48.2s 785: total: 53s remaining: 48.1s 786: total: 53.1s remaining: 48.1s 787: total: 53.2s remaining: 48s 788: total: 53.3s remaining: 48s 789: total: 53.3s remaining: 47.9s 790: total: 53.4s remaining: 47.9s 791: total: 53.5s remaining: 47.8s 792: total: 53.6s remaining: 47.8s 793: total: 53.6s remaining: 47.7s 794: total: 53.7s remaining: 47.6s 795: total: 53.8s remaining: 47.6s 796: total: 53.8s remaining: 47.5s 797: total: 53.9s remaining: 47.4s 798: total: 54s remaining: 47.4s 799: total: 54.1s remaining: 47.4s 800: total: 54.2s remaining: 47.3s 801: total: 54.3s remaining: 47.2s 802: total: 54.3s remaining: 47.1s 803: total: 54.4s remaining: 47.1s 804: total: 54.4s remaining: 47s 805: total: 54.5s remaining: 46.9s 806: total: 54.5s remaining: 46.8s 807: total: 54.6s remaining: 46.7s 808: total: 54.6s remaining: 46.7s 809: total: 54.7s remaining: 46.6s 810: total: 54.8s remaining: 46.5s 811: total: 54.8s remaining: 46.4s 812: total: 54.9s remaining: 46.4s 813: total: 54.9s remaining: 46.3s 814: total: 55s remaining: 46.2s 815: total: 55s remaining: 46.1s 816: total: 55s remaining: 46s 817: total: 55.1s remaining: 45.9s 818: total: 55.1s remaining: 45.9s 819: total: 55.2s remaining: 45.8s 820: total: 55.3s remaining: 45.7s 821: total: 55.3s remaining: 45.6s 822: total: 55.4s remaining: 45.5s 823: total: 55.4s remaining: 45.5s 824: total: 55.5s remaining: 45.4s 825: total: 55.5s remaining: 45.3s 826: total: 55.6s remaining: 45.2s 827: total: 55.6s remaining: 45.1s 828: total: 55.7s remaining: 45.1s 829: total: 55.7s remaining: 45s 830: total: 55.8s remaining: 44.9s 831: total: 55.8s remaining: 44.8s 832: total: 55.9s remaining: 44.7s 833: total: 55.9s remaining: 44.7s 834: total: 56s remaining: 44.6s 835: total: 56s remaining: 44.5s 836: total: 56.1s remaining: 44.4s 837: total: 56.2s remaining: 44.4s 838: total: 56.2s remaining: 44.3s 839: total: 56.4s remaining: 44.3s 840: total: 56.5s remaining: 44.3s 841: total: 56.6s remaining: 44.2s 842: total: 56.7s remaining: 44.2s 843: total: 56.8s remaining: 44.1s 844: total: 56.8s remaining: 44s 845: total: 56.9s remaining: 44s 846: total: 56.9s remaining: 43.9s 847: total: 57s remaining: 43.8s 848: total: 57s remaining: 43.7s 849: total: 57.1s remaining: 43.7s 850: total: 57.1s remaining: 43.6s 851: total: 57.2s remaining: 43.5s 852: total: 57.3s remaining: 43.5s 853: total: 57.4s remaining: 43.4s 854: total: 57.5s remaining: 43.3s 855: total: 57.5s remaining: 43.3s 856: total: 57.6s remaining: 43.2s 857: total: 57.6s remaining: 43.1s 858: total: 57.7s remaining: 43s 859: total: 57.7s remaining: 43s 860: total: 57.8s remaining: 42.9s 861: total: 57.8s remaining: 42.8s 862: total: 57.9s remaining: 42.7s 863: total: 57.9s remaining: 42.6s 864: total: 58s remaining: 42.6s 865: total: 58s remaining: 42.5s 866: total: 58.1s remaining: 42.4s 867: total: 58.1s remaining: 42.3s 868: total: 58.2s remaining: 42.2s 869: total: 58.2s remaining: 42.2s 870: total: 58.3s remaining: 42.1s 871: total: 58.3s remaining: 42s 872: total: 58.4s remaining: 41.9s 873: total: 58.4s remaining: 41.8s 874: total: 58.5s remaining: 41.8s 875: total: 58.5s remaining: 41.7s 876: total: 58.5s remaining: 41.6s 877: total: 58.6s remaining: 41.5s 878: total: 58.7s remaining: 41.4s 879: total: 58.7s remaining: 41.4s 880: total: 58.8s remaining: 41.3s 881: total: 58.8s remaining: 41.2s 882: total: 58.9s remaining: 41.1s 883: total: 58.9s remaining: 41.1s 884: total: 59s remaining: 41s 885: total: 59s remaining: 40.9s 886: total: 59.1s remaining: 40.8s 887: total: 59.1s remaining: 40.7s 888: total: 59.2s remaining: 40.7s 889: total: 59.2s remaining: 40.6s 890: total: 59.3s remaining: 40.5s 891: total: 59.3s remaining: 40.4s 892: total: 59.4s remaining: 40.4s 893: total: 59.4s remaining: 40.3s 894: total: 59.5s remaining: 40.2s 895: total: 59.5s remaining: 40.1s 896: total: 59.6s remaining: 40s 897: total: 59.6s remaining: 40s 898: total: 59.7s remaining: 39.9s 899: total: 59.7s remaining: 39.8s 900: total: 59.8s remaining: 39.7s 901: total: 59.8s remaining: 39.7s 902: total: 59.9s remaining: 39.6s 903: total: 1m remaining: 39.6s 904: total: 1m remaining: 39.5s 905: total: 1m remaining: 39.4s 906: total: 1m remaining: 39.4s 907: total: 1m remaining: 39.3s 908: total: 1m remaining: 39.2s 909: total: 1m remaining: 39.1s 910: total: 1m remaining: 39.1s 911: total: 1m remaining: 39s 912: total: 1m remaining: 39s 913: total: 1m remaining: 38.9s 914: total: 1m remaining: 38.8s 915: total: 1m remaining: 38.7s 916: total: 1m remaining: 38.7s 917: total: 1m remaining: 38.6s 918: total: 1m 1s remaining: 38.6s 919: total: 1m 1s remaining: 38.5s 920: total: 1m 1s remaining: 38.4s 921: total: 1m 1s remaining: 38.4s 922: total: 1m 1s remaining: 38.3s 923: total: 1m 1s remaining: 38.2s 924: total: 1m 1s remaining: 38.2s 925: total: 1m 1s remaining: 38.1s 926: total: 1m 1s remaining: 38s 927: total: 1m 1s remaining: 38s 928: total: 1m 1s remaining: 37.9s 929: total: 1m 1s remaining: 37.9s 930: total: 1m 1s remaining: 37.8s 931: total: 1m 1s remaining: 37.7s 932: total: 1m 1s remaining: 37.7s 933: total: 1m 2s remaining: 37.6s 934: total: 1m 2s remaining: 37.6s 935: total: 1m 2s remaining: 37.5s 936: total: 1m 2s remaining: 37.4s 937: total: 1m 2s remaining: 37.4s 938: total: 1m 2s remaining: 37.3s 939: total: 1m 2s remaining: 37.3s 940: total: 1m 2s remaining: 37.2s 941: total: 1m 2s remaining: 37.1s 942: total: 1m 2s remaining: 37.1s 943: total: 1m 2s remaining: 37s 944: total: 1m 2s remaining: 36.9s 945: total: 1m 3s remaining: 36.9s 946: total: 1m 3s remaining: 36.9s 947: total: 1m 3s remaining: 36.8s 948: total: 1m 3s remaining: 36.7s 949: total: 1m 3s remaining: 36.7s 950: total: 1m 3s remaining: 36.6s 951: total: 1m 3s remaining: 36.5s 952: total: 1m 3s remaining: 36.4s 953: total: 1m 3s remaining: 36.4s 954: total: 1m 3s remaining: 36.3s 955: total: 1m 3s remaining: 36.2s 956: total: 1m 3s remaining: 36.2s 957: total: 1m 3s remaining: 36.1s 958: total: 1m 3s remaining: 36s 959: total: 1m 3s remaining: 35.9s 960: total: 1m 3s remaining: 35.9s 961: total: 1m 4s remaining: 35.8s 962: total: 1m 4s remaining: 35.7s 963: total: 1m 4s remaining: 35.7s 964: total: 1m 4s remaining: 35.6s 965: total: 1m 4s remaining: 35.5s 966: total: 1m 4s remaining: 35.4s 967: total: 1m 4s remaining: 35.4s 968: total: 1m 4s remaining: 35.3s 969: total: 1m 4s remaining: 35.2s 970: total: 1m 4s remaining: 35.1s 971: total: 1m 4s remaining: 35.1s 972: total: 1m 4s remaining: 35s 973: total: 1m 4s remaining: 34.9s 974: total: 1m 4s remaining: 34.9s 975: total: 1m 4s remaining: 34.8s 976: total: 1m 4s remaining: 34.7s 977: total: 1m 4s remaining: 34.6s 978: total: 1m 4s remaining: 34.6s 979: total: 1m 5s remaining: 34.5s 980: total: 1m 5s remaining: 34.4s 981: total: 1m 5s remaining: 34.3s 982: total: 1m 5s remaining: 34.3s 983: total: 1m 5s remaining: 34.2s 984: total: 1m 5s remaining: 34.1s 985: total: 1m 5s remaining: 34.1s 986: total: 1m 5s remaining: 34s 987: total: 1m 5s remaining: 33.9s 988: total: 1m 5s remaining: 33.9s 989: total: 1m 5s remaining: 33.8s 990: total: 1m 5s remaining: 33.7s 991: total: 1m 5s remaining: 33.6s 992: total: 1m 5s remaining: 33.6s 993: total: 1m 5s remaining: 33.5s 994: total: 1m 5s remaining: 33.5s 995: total: 1m 6s remaining: 33.4s 996: total: 1m 6s remaining: 33.3s 997: total: 1m 6s remaining: 33.3s 998: total: 1m 6s remaining: 33.2s 999: total: 1m 6s remaining: 33.1s 1000: total: 1m 6s remaining: 33.1s 1001: total: 1m 6s remaining: 33s 1002: total: 1m 6s remaining: 33s 1003: total: 1m 6s remaining: 32.9s 1004: total: 1m 6s remaining: 32.8s 1005: total: 1m 6s remaining: 32.8s 1006: total: 1m 6s remaining: 32.7s 1007: total: 1m 6s remaining: 32.6s 1008: total: 1m 6s remaining: 32.6s 1009: total: 1m 6s remaining: 32.5s 1010: total: 1m 7s remaining: 32.4s 1011: total: 1m 7s remaining: 32.3s 1012: total: 1m 7s remaining: 32.3s 1013: total: 1m 7s remaining: 32.2s 1014: total: 1m 7s remaining: 32.1s 1015: total: 1m 7s remaining: 32s 1016: total: 1m 7s remaining: 32s 1017: total: 1m 7s remaining: 31.9s 1018: total: 1m 7s remaining: 31.8s 1019: total: 1m 7s remaining: 31.8s 1020: total: 1m 7s remaining: 31.7s 1021: total: 1m 7s remaining: 31.6s 1022: total: 1m 7s remaining: 31.6s 1023: total: 1m 7s remaining: 31.5s 1024: total: 1m 7s remaining: 31.4s 1025: total: 1m 7s remaining: 31.3s 1026: total: 1m 7s remaining: 31.3s 1027: total: 1m 8s remaining: 31.2s 1028: total: 1m 8s remaining: 31.2s 1029: total: 1m 8s remaining: 31.1s 1030: total: 1m 8s remaining: 31s 1031: total: 1m 8s remaining: 30.9s 1032: total: 1m 8s remaining: 30.9s 1033: total: 1m 8s remaining: 30.8s 1034: total: 1m 8s remaining: 30.7s 1035: total: 1m 8s remaining: 30.6s 1036: total: 1m 8s remaining: 30.6s 1037: total: 1m 8s remaining: 30.5s 1038: total: 1m 8s remaining: 30.4s 1039: total: 1m 8s remaining: 30.4s 1040: total: 1m 8s remaining: 30.3s 1041: total: 1m 8s remaining: 30.2s 1042: total: 1m 8s remaining: 30.1s 1043: total: 1m 8s remaining: 30.1s 1044: total: 1m 8s remaining: 30s 1045: total: 1m 8s remaining: 29.9s 1046: total: 1m 8s remaining: 29.8s 1047: total: 1m 9s remaining: 29.8s 1048: total: 1m 9s remaining: 29.7s 1049: total: 1m 9s remaining: 29.6s 1050: total: 1m 9s remaining: 29.6s 1051: total: 1m 9s remaining: 29.5s 1052: total: 1m 9s remaining: 29.4s 1053: total: 1m 9s remaining: 29.3s 1054: total: 1m 9s remaining: 29.3s 1055: total: 1m 9s remaining: 29.2s 1056: total: 1m 9s remaining: 29.1s 1057: total: 1m 9s remaining: 29s 1058: total: 1m 9s remaining: 29s 1059: total: 1m 9s remaining: 28.9s 1060: total: 1m 9s remaining: 28.8s 1061: total: 1m 9s remaining: 28.8s 1062: total: 1m 9s remaining: 28.7s 1063: total: 1m 9s remaining: 28.6s 1064: total: 1m 9s remaining: 28.5s 1065: total: 1m 9s remaining: 28.5s 1066: total: 1m 9s remaining: 28.4s 1067: total: 1m 10s remaining: 28.3s 1068: total: 1m 10s remaining: 28.3s 1069: total: 1m 10s remaining: 28.2s 1070: total: 1m 10s remaining: 28.1s 1071: total: 1m 10s remaining: 28s 1072: total: 1m 10s remaining: 28s 1073: total: 1m 10s remaining: 27.9s 1074: total: 1m 10s remaining: 27.8s 1075: total: 1m 10s remaining: 27.8s 1076: total: 1m 10s remaining: 27.7s 1077: total: 1m 10s remaining: 27.6s 1078: total: 1m 10s remaining: 27.5s 1079: total: 1m 10s remaining: 27.5s 1080: total: 1m 10s remaining: 27.4s 1081: total: 1m 10s remaining: 27.3s 1082: total: 1m 10s remaining: 27.3s 1083: total: 1m 10s remaining: 27.2s 1084: total: 1m 10s remaining: 27.1s 1085: total: 1m 11s remaining: 27.1s 1086: total: 1m 11s remaining: 27s 1087: total: 1m 11s remaining: 26.9s 1088: total: 1m 11s remaining: 26.9s 1089: total: 1m 11s remaining: 26.8s 1090: total: 1m 11s remaining: 26.7s 1091: total: 1m 11s remaining: 26.6s 1092: total: 1m 11s remaining: 26.6s 1093: total: 1m 11s remaining: 26.5s 1094: total: 1m 11s remaining: 26.4s 1095: total: 1m 11s remaining: 26.4s 1096: total: 1m 11s remaining: 26.3s 1097: total: 1m 11s remaining: 26.2s 1098: total: 1m 11s remaining: 26.1s 1099: total: 1m 11s remaining: 26.1s 1100: total: 1m 11s remaining: 26s 1101: total: 1m 11s remaining: 25.9s 1102: total: 1m 11s remaining: 25.9s 1103: total: 1m 11s remaining: 25.8s 1104: total: 1m 11s remaining: 25.7s 1105: total: 1m 11s remaining: 25.6s 1106: total: 1m 12s remaining: 25.6s 1107: total: 1m 12s remaining: 25.5s 1108: total: 1m 12s remaining: 25.4s 1109: total: 1m 12s remaining: 25.4s 1110: total: 1m 12s remaining: 25.3s 1111: total: 1m 12s remaining: 25.2s 1112: total: 1m 12s remaining: 25.2s 1113: total: 1m 12s remaining: 25.1s 1114: total: 1m 12s remaining: 25s 1115: total: 1m 12s remaining: 24.9s 1116: total: 1m 12s remaining: 24.9s 1117: total: 1m 12s remaining: 24.8s 1118: total: 1m 12s remaining: 24.7s 1119: total: 1m 12s remaining: 24.7s 1120: total: 1m 12s remaining: 24.6s 1121: total: 1m 12s remaining: 24.5s 1122: total: 1m 12s remaining: 24.5s 1123: total: 1m 12s remaining: 24.4s 1124: total: 1m 12s remaining: 24.3s 1125: total: 1m 13s remaining: 24.2s 1126: total: 1m 13s remaining: 24.2s 1127: total: 1m 13s remaining: 24.1s 1128: total: 1m 13s remaining: 24s 1129: total: 1m 13s remaining: 24s 1130: total: 1m 13s remaining: 23.9s 1131: total: 1m 13s remaining: 23.8s 1132: total: 1m 13s remaining: 23.8s 1133: total: 1m 13s remaining: 23.7s 1134: total: 1m 13s remaining: 23.6s 1135: total: 1m 13s remaining: 23.6s 1136: total: 1m 13s remaining: 23.5s 1137: total: 1m 13s remaining: 23.4s 1138: total: 1m 13s remaining: 23.3s 1139: total: 1m 13s remaining: 23.3s 1140: total: 1m 13s remaining: 23.2s 1141: total: 1m 13s remaining: 23.1s 1142: total: 1m 13s remaining: 23.1s 1143: total: 1m 13s remaining: 23s 1144: total: 1m 13s remaining: 22.9s 1145: total: 1m 13s remaining: 22.9s 1146: total: 1m 14s remaining: 22.8s 1147: total: 1m 14s remaining: 22.7s 1148: total: 1m 14s remaining: 22.7s 1149: total: 1m 14s remaining: 22.6s 1150: total: 1m 14s remaining: 22.5s 1151: total: 1m 14s remaining: 22.4s 1152: total: 1m 14s remaining: 22.4s 1153: total: 1m 14s remaining: 22.3s 1154: total: 1m 14s remaining: 22.2s 1155: total: 1m 14s remaining: 22.2s 1156: total: 1m 14s remaining: 22.1s 1157: total: 1m 14s remaining: 22s 1158: total: 1m 14s remaining: 22s 1159: total: 1m 14s remaining: 21.9s 1160: total: 1m 14s remaining: 21.8s 1161: total: 1m 14s remaining: 21.8s 1162: total: 1m 14s remaining: 21.7s 1163: total: 1m 14s remaining: 21.6s 1164: total: 1m 14s remaining: 21.5s 1165: total: 1m 14s remaining: 21.5s 1166: total: 1m 15s remaining: 21.4s 1167: total: 1m 15s remaining: 21.3s 1168: total: 1m 15s remaining: 21.3s 1169: total: 1m 15s remaining: 21.2s 1170: total: 1m 15s remaining: 21.1s 1171: total: 1m 15s remaining: 21.1s 1172: total: 1m 15s remaining: 21s 1173: total: 1m 15s remaining: 20.9s 1174: total: 1m 15s remaining: 20.9s 1175: total: 1m 15s remaining: 20.8s 1176: total: 1m 15s remaining: 20.7s 1177: total: 1m 15s remaining: 20.7s 1178: total: 1m 15s remaining: 20.6s 1179: total: 1m 15s remaining: 20.5s 1180: total: 1m 15s remaining: 20.5s 1181: total: 1m 15s remaining: 20.4s 1182: total: 1m 15s remaining: 20.3s 1183: total: 1m 15s remaining: 20.3s 1184: total: 1m 15s remaining: 20.2s 1185: total: 1m 15s remaining: 20.1s 1186: total: 1m 16s remaining: 20.1s 1187: total: 1m 16s remaining: 20s 1188: total: 1m 16s remaining: 19.9s 1189: total: 1m 16s remaining: 19.8s 1190: total: 1m 16s remaining: 19.8s 1191: total: 1m 16s remaining: 19.7s 1192: total: 1m 16s remaining: 19.6s 1193: total: 1m 16s remaining: 19.6s 1194: total: 1m 16s remaining: 19.5s 1195: total: 1m 16s remaining: 19.4s 1196: total: 1m 16s remaining: 19.4s 1197: total: 1m 16s remaining: 19.3s 1198: total: 1m 16s remaining: 19.2s 1199: total: 1m 16s remaining: 19.2s 1200: total: 1m 16s remaining: 19.1s 1201: total: 1m 16s remaining: 19s 1202: total: 1m 16s remaining: 19s 1203: total: 1m 16s remaining: 18.9s 1204: total: 1m 16s remaining: 18.8s 1205: total: 1m 17s remaining: 18.8s 1206: total: 1m 17s remaining: 18.7s 1207: total: 1m 17s remaining: 18.6s 1208: total: 1m 17s remaining: 18.6s 1209: total: 1m 17s remaining: 18.5s 1210: total: 1m 17s remaining: 18.4s 1211: total: 1m 17s remaining: 18.4s 1212: total: 1m 17s remaining: 18.3s 1213: total: 1m 17s remaining: 18.2s 1214: total: 1m 17s remaining: 18.2s 1215: total: 1m 17s remaining: 18.1s 1216: total: 1m 17s remaining: 18.1s 1217: total: 1m 17s remaining: 18s 1218: total: 1m 17s remaining: 17.9s 1219: total: 1m 17s remaining: 17.9s 1220: total: 1m 17s remaining: 17.8s 1221: total: 1m 17s remaining: 17.7s 1222: total: 1m 17s remaining: 17.7s 1223: total: 1m 18s remaining: 17.6s 1224: total: 1m 18s remaining: 17.5s 1225: total: 1m 18s remaining: 17.5s 1226: total: 1m 18s remaining: 17.4s 1227: total: 1m 18s remaining: 17.3s 1228: total: 1m 18s remaining: 17.3s 1229: total: 1m 18s remaining: 17.2s 1230: total: 1m 18s remaining: 17.1s 1231: total: 1m 18s remaining: 17.1s 1232: total: 1m 18s remaining: 17s 1233: total: 1m 18s remaining: 16.9s 1234: total: 1m 18s remaining: 16.9s 1235: total: 1m 18s remaining: 16.8s 1236: total: 1m 18s remaining: 16.8s 1237: total: 1m 18s remaining: 16.7s 1238: total: 1m 18s remaining: 16.6s 1239: total: 1m 18s remaining: 16.6s 1240: total: 1m 19s remaining: 16.5s 1241: total: 1m 19s remaining: 16.4s 1242: total: 1m 19s remaining: 16.4s 1243: total: 1m 19s remaining: 16.3s 1244: total: 1m 19s remaining: 16.2s 1245: total: 1m 19s remaining: 16.2s 1246: total: 1m 19s remaining: 16.1s 1247: total: 1m 19s remaining: 16s 1248: total: 1m 19s remaining: 16s 1249: total: 1m 19s remaining: 15.9s 1250: total: 1m 19s remaining: 15.8s 1251: total: 1m 19s remaining: 15.8s 1252: total: 1m 19s remaining: 15.7s 1253: total: 1m 19s remaining: 15.7s 1254: total: 1m 19s remaining: 15.6s 1255: total: 1m 19s remaining: 15.5s 1256: total: 1m 20s remaining: 15.5s 1257: total: 1m 20s remaining: 15.4s 1258: total: 1m 20s remaining: 15.4s 1259: total: 1m 20s remaining: 15.3s 1260: total: 1m 20s remaining: 15.2s 1261: total: 1m 20s remaining: 15.2s 1262: total: 1m 20s remaining: 15.1s 1263: total: 1m 20s remaining: 15s 1264: total: 1m 20s remaining: 15s 1265: total: 1m 20s remaining: 14.9s 1266: total: 1m 20s remaining: 14.9s 1267: total: 1m 20s remaining: 14.8s 1268: total: 1m 20s remaining: 14.7s 1269: total: 1m 21s remaining: 14.7s 1270: total: 1m 21s remaining: 14.6s 1271: total: 1m 21s remaining: 14.5s 1272: total: 1m 21s remaining: 14.5s 1273: total: 1m 21s remaining: 14.4s 1274: total: 1m 21s remaining: 14.3s 1275: total: 1m 21s remaining: 14.3s 1276: total: 1m 21s remaining: 14.2s 1277: total: 1m 21s remaining: 14.2s 1278: total: 1m 21s remaining: 14.1s 1279: total: 1m 21s remaining: 14s 1280: total: 1m 21s remaining: 14s 1281: total: 1m 21s remaining: 13.9s 1282: total: 1m 21s remaining: 13.8s 1283: total: 1m 21s remaining: 13.8s 1284: total: 1m 21s remaining: 13.7s 1285: total: 1m 21s remaining: 13.6s 1286: total: 1m 22s remaining: 13.6s 1287: total: 1m 22s remaining: 13.5s 1288: total: 1m 22s remaining: 13.4s 1289: total: 1m 22s remaining: 13.4s 1290: total: 1m 22s remaining: 13.3s 1291: total: 1m 22s remaining: 13.3s 1292: total: 1m 22s remaining: 13.2s 1293: total: 1m 22s remaining: 13.1s 1294: total: 1m 22s remaining: 13.1s 1295: total: 1m 22s remaining: 13s 1296: total: 1m 22s remaining: 12.9s 1297: total: 1m 22s remaining: 12.9s 1298: total: 1m 22s remaining: 12.8s 1299: total: 1m 22s remaining: 12.7s 1300: total: 1m 22s remaining: 12.7s 1301: total: 1m 22s remaining: 12.6s 1302: total: 1m 22s remaining: 12.5s 1303: total: 1m 22s remaining: 12.5s 1304: total: 1m 22s remaining: 12.4s 1305: total: 1m 23s remaining: 12.3s 1306: total: 1m 23s remaining: 12.3s 1307: total: 1m 23s remaining: 12.2s 1308: total: 1m 23s remaining: 12.1s 1309: total: 1m 23s remaining: 12.1s 1310: total: 1m 23s remaining: 12s 1311: total: 1m 23s remaining: 12s 1312: total: 1m 23s remaining: 11.9s 1313: total: 1m 23s remaining: 11.8s 1314: total: 1m 23s remaining: 11.8s 1315: total: 1m 23s remaining: 11.7s 1316: total: 1m 23s remaining: 11.6s 1317: total: 1m 23s remaining: 11.6s 1318: total: 1m 23s remaining: 11.5s 1319: total: 1m 23s remaining: 11.4s 1320: total: 1m 23s remaining: 11.4s 1321: total: 1m 23s remaining: 11.3s 1322: total: 1m 23s remaining: 11.2s 1323: total: 1m 24s remaining: 11.2s 1324: total: 1m 24s remaining: 11.1s 1325: total: 1m 24s remaining: 11s 1326: total: 1m 24s remaining: 11s 1327: total: 1m 24s remaining: 10.9s 1328: total: 1m 24s remaining: 10.8s 1329: total: 1m 24s remaining: 10.8s 1330: total: 1m 24s remaining: 10.7s 1331: total: 1m 24s remaining: 10.7s 1332: total: 1m 24s remaining: 10.6s 1333: total: 1m 24s remaining: 10.5s 1334: total: 1m 24s remaining: 10.5s 1335: total: 1m 24s remaining: 10.4s 1336: total: 1m 24s remaining: 10.3s 1337: total: 1m 24s remaining: 10.3s 1338: total: 1m 24s remaining: 10.2s 1339: total: 1m 24s remaining: 10.1s 1340: total: 1m 24s remaining: 10.1s 1341: total: 1m 24s remaining: 10s 1342: total: 1m 25s remaining: 9.94s 1343: total: 1m 25s remaining: 9.87s 1344: total: 1m 25s remaining: 9.81s 1345: total: 1m 25s remaining: 9.75s 1346: total: 1m 25s remaining: 9.69s 1347: total: 1m 25s remaining: 9.62s 1348: total: 1m 25s remaining: 9.56s 1349: total: 1m 25s remaining: 9.49s 1350: total: 1m 25s remaining: 9.43s 1351: total: 1m 25s remaining: 9.36s 1352: total: 1m 25s remaining: 9.29s 1353: total: 1m 25s remaining: 9.23s 1354: total: 1m 25s remaining: 9.17s 1355: total: 1m 25s remaining: 9.1s 1356: total: 1m 25s remaining: 9.04s 1357: total: 1m 25s remaining: 8.97s 1358: total: 1m 25s remaining: 8.91s 1359: total: 1m 25s remaining: 8.84s 1360: total: 1m 25s remaining: 8.78s 1361: total: 1m 26s remaining: 8.71s 1362: total: 1m 26s remaining: 8.65s 1363: total: 1m 26s remaining: 8.59s 1364: total: 1m 26s remaining: 8.52s 1365: total: 1m 26s remaining: 8.46s 1366: total: 1m 26s remaining: 8.39s 1367: total: 1m 26s remaining: 8.33s 1368: total: 1m 26s remaining: 8.26s 1369: total: 1m 26s remaining: 8.2s 1370: total: 1m 26s remaining: 8.14s 1371: total: 1m 26s remaining: 8.07s 1372: total: 1m 26s remaining: 8.01s 1373: total: 1m 26s remaining: 7.94s 1374: total: 1m 26s remaining: 7.88s 1375: total: 1m 26s remaining: 7.81s 1376: total: 1m 26s remaining: 7.75s 1377: total: 1m 26s remaining: 7.68s 1378: total: 1m 26s remaining: 7.62s 1379: total: 1m 26s remaining: 7.55s 1380: total: 1m 26s remaining: 7.49s 1381: total: 1m 26s remaining: 7.43s 1382: total: 1m 27s remaining: 7.36s 1383: total: 1m 27s remaining: 7.3s 1384: total: 1m 27s remaining: 7.24s 1385: total: 1m 27s remaining: 7.17s 1386: total: 1m 27s remaining: 7.11s 1387: total: 1m 27s remaining: 7.04s 1388: total: 1m 27s remaining: 6.98s 1389: total: 1m 27s remaining: 6.91s 1390: total: 1m 27s remaining: 6.85s 1391: total: 1m 27s remaining: 6.79s 1392: total: 1m 27s remaining: 6.72s 1393: total: 1m 27s remaining: 6.66s 1394: total: 1m 27s remaining: 6.59s 1395: total: 1m 27s remaining: 6.53s 1396: total: 1m 27s remaining: 6.47s 1397: total: 1m 27s remaining: 6.4s 1398: total: 1m 27s remaining: 6.34s 1399: total: 1m 27s remaining: 6.28s 1400: total: 1m 27s remaining: 6.21s 1401: total: 1m 27s remaining: 6.15s 1402: total: 1m 28s remaining: 6.08s 1403: total: 1m 28s remaining: 6.02s 1404: total: 1m 28s remaining: 5.96s 1405: total: 1m 28s remaining: 5.89s 1406: total: 1m 28s remaining: 5.83s 1407: total: 1m 28s remaining: 5.77s 1408: total: 1m 28s remaining: 5.7s 1409: total: 1m 28s remaining: 5.64s 1410: total: 1m 28s remaining: 5.58s 1411: total: 1m 28s remaining: 5.52s 1412: total: 1m 28s remaining: 5.46s 1413: total: 1m 28s remaining: 5.39s 1414: total: 1m 28s remaining: 5.33s 1415: total: 1m 28s remaining: 5.27s 1416: total: 1m 28s remaining: 5.2s 1417: total: 1m 28s remaining: 5.14s 1418: total: 1m 29s remaining: 5.08s 1419: total: 1m 29s remaining: 5.02s 1420: total: 1m 29s remaining: 4.96s 1421: total: 1m 29s remaining: 4.89s 1422: total: 1m 29s remaining: 4.83s 1423: total: 1m 29s remaining: 4.77s 1424: total: 1m 29s remaining: 4.71s 1425: total: 1m 29s remaining: 4.65s 1426: total: 1m 29s remaining: 4.59s 1427: total: 1m 29s remaining: 4.52s 1428: total: 1m 29s remaining: 4.46s 1429: total: 1m 29s remaining: 4.4s 1430: total: 1m 29s remaining: 4.33s 1431: total: 1m 29s remaining: 4.27s 1432: total: 1m 29s remaining: 4.21s 1433: total: 1m 30s remaining: 4.14s 1434: total: 1m 30s remaining: 4.08s 1435: total: 1m 30s remaining: 4.02s 1436: total: 1m 30s remaining: 3.95s 1437: total: 1m 30s remaining: 3.89s 1438: total: 1m 30s remaining: 3.83s 1439: total: 1m 30s remaining: 3.76s 1440: total: 1m 30s remaining: 3.7s 1441: total: 1m 30s remaining: 3.64s 1442: total: 1m 30s remaining: 3.57s 1443: total: 1m 30s remaining: 3.51s 1444: total: 1m 30s remaining: 3.45s 1445: total: 1m 30s remaining: 3.38s 1446: total: 1m 30s remaining: 3.32s 1447: total: 1m 30s remaining: 3.26s 1448: total: 1m 30s remaining: 3.19s 1449: total: 1m 30s remaining: 3.13s 1450: total: 1m 30s remaining: 3.07s 1451: total: 1m 30s remaining: 3s 1452: total: 1m 30s remaining: 2.94s 1453: total: 1m 31s remaining: 2.88s 1454: total: 1m 31s remaining: 2.82s 1455: total: 1m 31s remaining: 2.75s 1456: total: 1m 31s remaining: 2.69s 1457: total: 1m 31s remaining: 2.63s 1458: total: 1m 31s remaining: 2.56s 1459: total: 1m 31s remaining: 2.5s 1460: total: 1m 31s remaining: 2.44s 1461: total: 1m 31s remaining: 2.38s 1462: total: 1m 31s remaining: 2.31s 1463: total: 1m 31s remaining: 2.25s 1464: total: 1m 31s remaining: 2.19s 1465: total: 1m 31s remaining: 2.12s 1466: total: 1m 31s remaining: 2.06s 1467: total: 1m 31s remaining: 2s 1468: total: 1m 31s remaining: 1.94s 1469: total: 1m 31s remaining: 1.87s 1470: total: 1m 31s remaining: 1.81s 1471: total: 1m 31s remaining: 1.75s 1472: total: 1m 31s remaining: 1.69s 1473: total: 1m 32s remaining: 1.62s 1474: total: 1m 32s remaining: 1.56s 1475: total: 1m 32s remaining: 1.5s 1476: total: 1m 32s remaining: 1.43s 1477: total: 1m 32s remaining: 1.37s 1478: total: 1m 32s remaining: 1.31s 1479: total: 1m 32s remaining: 1.25s 1480: total: 1m 32s remaining: 1.18s 1481: total: 1m 32s remaining: 1.12s 1482: total: 1m 32s remaining: 1.06s 1483: total: 1m 32s remaining: 997ms 1484: total: 1m 32s remaining: 935ms 1485: total: 1m 32s remaining: 872ms 1486: total: 1m 32s remaining: 810ms 1487: total: 1m 32s remaining: 747ms 1488: total: 1m 32s remaining: 685ms 1489: total: 1m 32s remaining: 623ms 1490: total: 1m 32s remaining: 560ms 1491: total: 1m 32s remaining: 498ms 1492: total: 1m 32s remaining: 436ms 1493: total: 1m 32s remaining: 373ms 1494: total: 1m 33s remaining: 311ms 1495: total: 1m 33s remaining: 249ms 1496: total: 1m 33s remaining: 187ms 1497: total: 1m 33s remaining: 124ms 1498: total: 1m 33s remaining: 62.2ms 1499: total: 1m 33s remaining: 0us Learning rate set to 0.021203 0: total: 63.8ms remaining: 1m 35s 1: total: 138ms remaining: 1m 43s
Default metric period is 5 because AUC is/are not implemented for GPU
2: total: 202ms remaining: 1m 40s 3: total: 261ms remaining: 1m 37s 4: total: 317ms remaining: 1m 34s 5: total: 373ms remaining: 1m 32s 6: total: 432ms remaining: 1m 32s 7: total: 504ms remaining: 1m 33s 8: total: 582ms remaining: 1m 36s 9: total: 646ms remaining: 1m 36s 10: total: 716ms remaining: 1m 36s 11: total: 782ms remaining: 1m 37s 12: total: 859ms remaining: 1m 38s 13: total: 932ms remaining: 1m 38s 14: total: 1.01s remaining: 1m 39s 15: total: 1.1s remaining: 1m 41s 16: total: 1.16s remaining: 1m 41s 17: total: 1.22s remaining: 1m 40s 18: total: 1.27s remaining: 1m 38s 19: total: 1.32s remaining: 1m 37s 20: total: 1.38s remaining: 1m 37s 21: total: 1.43s remaining: 1m 36s 22: total: 1.49s remaining: 1m 35s 23: total: 1.55s remaining: 1m 35s 24: total: 1.61s remaining: 1m 34s 25: total: 1.67s remaining: 1m 34s 26: total: 1.72s remaining: 1m 34s 27: total: 1.78s remaining: 1m 33s 28: total: 1.84s remaining: 1m 33s 29: total: 1.9s remaining: 1m 32s 30: total: 1.95s remaining: 1m 32s 31: total: 2.01s remaining: 1m 32s 32: total: 2.07s remaining: 1m 31s 33: total: 2.12s remaining: 1m 31s 34: total: 2.18s remaining: 1m 31s 35: total: 2.23s remaining: 1m 30s 36: total: 2.29s remaining: 1m 30s 37: total: 2.34s remaining: 1m 30s 38: total: 2.39s remaining: 1m 29s 39: total: 2.44s remaining: 1m 29s 40: total: 2.5s remaining: 1m 29s 41: total: 2.56s remaining: 1m 28s 42: total: 2.62s remaining: 1m 28s 43: total: 2.67s remaining: 1m 28s 44: total: 2.78s remaining: 1m 30s 45: total: 2.84s remaining: 1m 29s 46: total: 2.89s remaining: 1m 29s 47: total: 2.94s remaining: 1m 28s 48: total: 3s remaining: 1m 28s 49: total: 3.05s remaining: 1m 28s 50: total: 3.11s remaining: 1m 28s 51: total: 3.16s remaining: 1m 27s 52: total: 3.21s remaining: 1m 27s 53: total: 3.27s remaining: 1m 27s 54: total: 3.32s remaining: 1m 27s 55: total: 3.38s remaining: 1m 27s 56: total: 3.44s remaining: 1m 27s 57: total: 3.49s remaining: 1m 26s 58: total: 3.55s remaining: 1m 26s 59: total: 3.6s remaining: 1m 26s 60: total: 3.66s remaining: 1m 26s 61: total: 3.72s remaining: 1m 26s 62: total: 3.77s remaining: 1m 26s 63: total: 3.83s remaining: 1m 25s 64: total: 3.88s remaining: 1m 25s 65: total: 3.94s remaining: 1m 25s 66: total: 3.99s remaining: 1m 25s 67: total: 4.04s remaining: 1m 25s 68: total: 4.09s remaining: 1m 24s 69: total: 4.14s remaining: 1m 24s 70: total: 4.2s remaining: 1m 24s 71: total: 4.25s remaining: 1m 24s 72: total: 4.31s remaining: 1m 24s 73: total: 4.36s remaining: 1m 24s 74: total: 4.41s remaining: 1m 23s 75: total: 4.47s remaining: 1m 23s 76: total: 4.52s remaining: 1m 23s 77: total: 4.58s remaining: 1m 23s 78: total: 4.63s remaining: 1m 23s 79: total: 4.68s remaining: 1m 23s 80: total: 4.74s remaining: 1m 23s 81: total: 4.79s remaining: 1m 22s 82: total: 4.83s remaining: 1m 22s 83: total: 4.88s remaining: 1m 22s 84: total: 4.94s remaining: 1m 22s 85: total: 4.99s remaining: 1m 22s 86: total: 5.04s remaining: 1m 21s 87: total: 5.09s remaining: 1m 21s 88: total: 5.14s remaining: 1m 21s 89: total: 5.2s remaining: 1m 21s 90: total: 5.25s remaining: 1m 21s 91: total: 5.3s remaining: 1m 21s 92: total: 5.36s remaining: 1m 21s 93: total: 5.42s remaining: 1m 21s 94: total: 5.47s remaining: 1m 20s 95: total: 5.51s remaining: 1m 20s 96: total: 5.56s remaining: 1m 20s 97: total: 5.62s remaining: 1m 20s 98: total: 5.68s remaining: 1m 20s 99: total: 5.73s remaining: 1m 20s 100: total: 5.79s remaining: 1m 20s 101: total: 5.84s remaining: 1m 20s 102: total: 5.9s remaining: 1m 20s 103: total: 5.95s remaining: 1m 19s 104: total: 6.01s remaining: 1m 19s 105: total: 6.06s remaining: 1m 19s 106: total: 6.12s remaining: 1m 19s 107: total: 6.18s remaining: 1m 19s 108: total: 6.23s remaining: 1m 19s 109: total: 6.29s remaining: 1m 19s 110: total: 6.35s remaining: 1m 19s 111: total: 6.4s remaining: 1m 19s 112: total: 6.46s remaining: 1m 19s 113: total: 6.51s remaining: 1m 19s 114: total: 6.57s remaining: 1m 19s 115: total: 6.63s remaining: 1m 19s 116: total: 6.68s remaining: 1m 19s 117: total: 6.74s remaining: 1m 18s 118: total: 6.79s remaining: 1m 18s 119: total: 6.84s remaining: 1m 18s 120: total: 6.9s remaining: 1m 18s 121: total: 6.95s remaining: 1m 18s 122: total: 7.01s remaining: 1m 18s 123: total: 7.06s remaining: 1m 18s 124: total: 7.11s remaining: 1m 18s 125: total: 7.16s remaining: 1m 18s 126: total: 7.22s remaining: 1m 18s 127: total: 7.27s remaining: 1m 17s 128: total: 7.32s remaining: 1m 17s 129: total: 7.38s remaining: 1m 17s 130: total: 7.44s remaining: 1m 17s 131: total: 7.5s remaining: 1m 17s 132: total: 7.55s remaining: 1m 17s 133: total: 7.61s remaining: 1m 17s 134: total: 7.7s remaining: 1m 17s 135: total: 7.78s remaining: 1m 17s 136: total: 7.83s remaining: 1m 17s 137: total: 7.89s remaining: 1m 17s 138: total: 7.94s remaining: 1m 17s 139: total: 7.99s remaining: 1m 17s 140: total: 8.04s remaining: 1m 17s 141: total: 8.1s remaining: 1m 17s 142: total: 8.16s remaining: 1m 17s 143: total: 8.21s remaining: 1m 17s 144: total: 8.27s remaining: 1m 17s 145: total: 8.32s remaining: 1m 17s 146: total: 8.38s remaining: 1m 17s 147: total: 8.43s remaining: 1m 17s 148: total: 8.48s remaining: 1m 16s 149: total: 8.54s remaining: 1m 16s 150: total: 8.59s remaining: 1m 16s 151: total: 8.64s remaining: 1m 16s 152: total: 8.7s remaining: 1m 16s 153: total: 8.75s remaining: 1m 16s 154: total: 8.8s remaining: 1m 16s 155: total: 8.86s remaining: 1m 16s 156: total: 8.91s remaining: 1m 16s 157: total: 8.96s remaining: 1m 16s 158: total: 9.01s remaining: 1m 16s 159: total: 9.06s remaining: 1m 15s 160: total: 9.12s remaining: 1m 15s 161: total: 9.17s remaining: 1m 15s 162: total: 9.23s remaining: 1m 15s 163: total: 9.28s remaining: 1m 15s 164: total: 9.32s remaining: 1m 15s 165: total: 9.38s remaining: 1m 15s 166: total: 9.43s remaining: 1m 15s 167: total: 9.48s remaining: 1m 15s 168: total: 9.53s remaining: 1m 15s 169: total: 9.59s remaining: 1m 15s 170: total: 9.64s remaining: 1m 14s 171: total: 9.7s remaining: 1m 14s 172: total: 9.75s remaining: 1m 14s 173: total: 9.8s remaining: 1m 14s 174: total: 9.86s remaining: 1m 14s 175: total: 9.92s remaining: 1m 14s 176: total: 9.97s remaining: 1m 14s 177: total: 10s remaining: 1m 14s 178: total: 10.1s remaining: 1m 14s 179: total: 10.1s remaining: 1m 14s 180: total: 10.2s remaining: 1m 14s 181: total: 10.2s remaining: 1m 14s 182: total: 10.3s remaining: 1m 14s 183: total: 10.3s remaining: 1m 13s 184: total: 10.4s remaining: 1m 13s 185: total: 10.4s remaining: 1m 13s 186: total: 10.5s remaining: 1m 13s 187: total: 10.6s remaining: 1m 13s 188: total: 10.6s remaining: 1m 13s 189: total: 10.7s remaining: 1m 13s 190: total: 10.7s remaining: 1m 13s 191: total: 10.8s remaining: 1m 13s 192: total: 10.8s remaining: 1m 13s 193: total: 10.9s remaining: 1m 13s 194: total: 10.9s remaining: 1m 12s 195: total: 11s remaining: 1m 12s 196: total: 11.1s remaining: 1m 13s 197: total: 11.1s remaining: 1m 13s 198: total: 11.2s remaining: 1m 12s 199: total: 11.2s remaining: 1m 12s 200: total: 11.3s remaining: 1m 12s 201: total: 11.3s remaining: 1m 12s 202: total: 11.4s remaining: 1m 12s 203: total: 11.4s remaining: 1m 12s 204: total: 11.5s remaining: 1m 12s 205: total: 11.5s remaining: 1m 12s 206: total: 11.6s remaining: 1m 12s 207: total: 11.6s remaining: 1m 12s 208: total: 11.7s remaining: 1m 12s 209: total: 11.7s remaining: 1m 11s 210: total: 11.8s remaining: 1m 11s 211: total: 11.8s remaining: 1m 11s 212: total: 11.9s remaining: 1m 11s 213: total: 11.9s remaining: 1m 11s 214: total: 12s remaining: 1m 11s 215: total: 12s remaining: 1m 11s 216: total: 12.1s remaining: 1m 11s 217: total: 12.1s remaining: 1m 11s 218: total: 12.2s remaining: 1m 11s 219: total: 12.2s remaining: 1m 11s 220: total: 12.3s remaining: 1m 11s 221: total: 12.3s remaining: 1m 10s 222: total: 12.4s remaining: 1m 10s 223: total: 12.4s remaining: 1m 10s 224: total: 12.5s remaining: 1m 10s 225: total: 12.5s remaining: 1m 10s 226: total: 12.6s remaining: 1m 10s 227: total: 12.6s remaining: 1m 10s 228: total: 12.7s remaining: 1m 10s 229: total: 12.7s remaining: 1m 10s 230: total: 12.8s remaining: 1m 10s 231: total: 12.8s remaining: 1m 9s 232: total: 12.8s remaining: 1m 9s 233: total: 12.9s remaining: 1m 9s 234: total: 12.9s remaining: 1m 9s 235: total: 13s remaining: 1m 9s 236: total: 13s remaining: 1m 9s 237: total: 13.1s remaining: 1m 9s 238: total: 13.1s remaining: 1m 9s 239: total: 13.2s remaining: 1m 9s 240: total: 13.2s remaining: 1m 9s 241: total: 13.3s remaining: 1m 9s 242: total: 13.3s remaining: 1m 9s 243: total: 13.4s remaining: 1m 8s 244: total: 13.4s remaining: 1m 8s 245: total: 13.5s remaining: 1m 8s 246: total: 13.5s remaining: 1m 8s 247: total: 13.6s remaining: 1m 8s 248: total: 13.7s remaining: 1m 8s 249: total: 13.7s remaining: 1m 8s 250: total: 13.8s remaining: 1m 8s 251: total: 13.8s remaining: 1m 8s 252: total: 13.9s remaining: 1m 8s 253: total: 13.9s remaining: 1m 8s 254: total: 14s remaining: 1m 8s 255: total: 14s remaining: 1m 8s 256: total: 14.1s remaining: 1m 8s 257: total: 14.1s remaining: 1m 8s 258: total: 14.2s remaining: 1m 8s 259: total: 14.2s remaining: 1m 7s 260: total: 14.3s remaining: 1m 7s 261: total: 14.3s remaining: 1m 7s 262: total: 14.4s remaining: 1m 7s 263: total: 14.4s remaining: 1m 7s 264: total: 14.5s remaining: 1m 7s 265: total: 14.5s remaining: 1m 7s 266: total: 14.6s remaining: 1m 7s 267: total: 14.6s remaining: 1m 7s 268: total: 14.7s remaining: 1m 7s 269: total: 14.7s remaining: 1m 7s 270: total: 14.8s remaining: 1m 7s 271: total: 14.9s remaining: 1m 7s 272: total: 14.9s remaining: 1m 6s 273: total: 15s remaining: 1m 6s 274: total: 15s remaining: 1m 6s 275: total: 15.1s remaining: 1m 6s 276: total: 15.1s remaining: 1m 6s 277: total: 15.2s remaining: 1m 6s 278: total: 15.2s remaining: 1m 6s 279: total: 15.3s remaining: 1m 6s 280: total: 15.3s remaining: 1m 6s 281: total: 15.4s remaining: 1m 6s 282: total: 15.4s remaining: 1m 6s 283: total: 15.5s remaining: 1m 6s 284: total: 15.6s remaining: 1m 6s 285: total: 15.6s remaining: 1m 6s 286: total: 15.7s remaining: 1m 6s 287: total: 15.7s remaining: 1m 6s 288: total: 15.8s remaining: 1m 6s 289: total: 15.8s remaining: 1m 6s 290: total: 15.9s remaining: 1m 5s 291: total: 15.9s remaining: 1m 5s 292: total: 16s remaining: 1m 5s 293: total: 16s remaining: 1m 5s 294: total: 16.1s remaining: 1m 5s 295: total: 16.2s remaining: 1m 5s 296: total: 16.2s remaining: 1m 5s 297: total: 16.3s remaining: 1m 5s 298: total: 16.3s remaining: 1m 5s 299: total: 16.4s remaining: 1m 5s 300: total: 16.4s remaining: 1m 5s 301: total: 16.5s remaining: 1m 5s 302: total: 16.6s remaining: 1m 5s 303: total: 16.6s remaining: 1m 5s 304: total: 16.7s remaining: 1m 5s 305: total: 16.7s remaining: 1m 5s 306: total: 16.8s remaining: 1m 5s 307: total: 16.8s remaining: 1m 5s 308: total: 16.9s remaining: 1m 5s 309: total: 16.9s remaining: 1m 5s 310: total: 17s remaining: 1m 5s 311: total: 17.1s remaining: 1m 4s 312: total: 17.1s remaining: 1m 4s 313: total: 17.2s remaining: 1m 4s 314: total: 17.2s remaining: 1m 4s 315: total: 17.3s remaining: 1m 4s 316: total: 17.3s remaining: 1m 4s 317: total: 17.4s remaining: 1m 4s 318: total: 17.4s remaining: 1m 4s 319: total: 17.5s remaining: 1m 4s 320: total: 17.5s remaining: 1m 4s 321: total: 17.6s remaining: 1m 4s 322: total: 17.6s remaining: 1m 4s 323: total: 17.7s remaining: 1m 4s 324: total: 17.8s remaining: 1m 4s 325: total: 17.8s remaining: 1m 4s 326: total: 17.9s remaining: 1m 4s 327: total: 17.9s remaining: 1m 4s 328: total: 18s remaining: 1m 3s 329: total: 18s remaining: 1m 3s 330: total: 18.1s remaining: 1m 3s 331: total: 18.2s remaining: 1m 3s 332: total: 18.2s remaining: 1m 3s 333: total: 18.3s remaining: 1m 3s 334: total: 18.3s remaining: 1m 3s 335: total: 18.4s remaining: 1m 3s 336: total: 18.5s remaining: 1m 3s 337: total: 18.5s remaining: 1m 3s 338: total: 18.6s remaining: 1m 3s 339: total: 18.6s remaining: 1m 3s 340: total: 18.7s remaining: 1m 3s 341: total: 18.7s remaining: 1m 3s 342: total: 18.8s remaining: 1m 3s 343: total: 18.8s remaining: 1m 3s 344: total: 18.9s remaining: 1m 3s 345: total: 19s remaining: 1m 3s 346: total: 19s remaining: 1m 3s 347: total: 19.1s remaining: 1m 3s 348: total: 19.1s remaining: 1m 3s 349: total: 19.2s remaining: 1m 3s 350: total: 19.2s remaining: 1m 2s 351: total: 19.3s remaining: 1m 2s 352: total: 19.4s remaining: 1m 2s 353: total: 19.4s remaining: 1m 2s 354: total: 19.4s remaining: 1m 2s 355: total: 19.5s remaining: 1m 2s 356: total: 19.6s remaining: 1m 2s 357: total: 19.6s remaining: 1m 2s 358: total: 19.7s remaining: 1m 2s 359: total: 19.7s remaining: 1m 2s 360: total: 19.8s remaining: 1m 2s 361: total: 19.8s remaining: 1m 2s 362: total: 19.9s remaining: 1m 2s 363: total: 19.9s remaining: 1m 2s 364: total: 20s remaining: 1m 2s 365: total: 20.1s remaining: 1m 2s 366: total: 20.1s remaining: 1m 2s 367: total: 20.2s remaining: 1m 2s 368: total: 20.2s remaining: 1m 2s 369: total: 20.3s remaining: 1m 1s 370: total: 20.3s remaining: 1m 1s 371: total: 20.4s remaining: 1m 1s 372: total: 20.4s remaining: 1m 1s 373: total: 20.5s remaining: 1m 1s 374: total: 20.5s remaining: 1m 1s 375: total: 20.6s remaining: 1m 1s 376: total: 20.6s remaining: 1m 1s 377: total: 20.7s remaining: 1m 1s 378: total: 20.7s remaining: 1m 1s 379: total: 20.8s remaining: 1m 1s 380: total: 20.8s remaining: 1m 1s 381: total: 20.9s remaining: 1m 1s 382: total: 20.9s remaining: 1m 1s 383: total: 21s remaining: 1m 1s 384: total: 21s remaining: 1m 385: total: 21.1s remaining: 1m 386: total: 21.2s remaining: 1m 387: total: 21.2s remaining: 1m 388: total: 21.3s remaining: 1m 389: total: 21.3s remaining: 1m 390: total: 21.4s remaining: 1m 391: total: 21.4s remaining: 1m 392: total: 21.5s remaining: 1m 393: total: 21.5s remaining: 1m 394: total: 21.6s remaining: 1m 395: total: 21.6s remaining: 1m 396: total: 21.7s remaining: 1m 397: total: 21.7s remaining: 1m 398: total: 21.8s remaining: 1m 399: total: 21.8s remaining: 60s 400: total: 21.9s remaining: 59.9s 401: total: 21.9s remaining: 59.9s 402: total: 22s remaining: 59.8s 403: total: 22s remaining: 59.7s 404: total: 22s remaining: 59.6s 405: total: 22.1s remaining: 59.6s 406: total: 22.2s remaining: 59.5s 407: total: 22.2s remaining: 59.4s 408: total: 22.3s remaining: 59.4s 409: total: 22.3s remaining: 59.3s 410: total: 22.4s remaining: 59.2s 411: total: 22.4s remaining: 59.2s 412: total: 22.5s remaining: 59.1s 413: total: 22.5s remaining: 59s 414: total: 22.6s remaining: 59s 415: total: 22.6s remaining: 58.9s 416: total: 22.7s remaining: 58.9s 417: total: 22.7s remaining: 58.8s 418: total: 22.8s remaining: 58.7s 419: total: 22.8s remaining: 58.7s 420: total: 22.9s remaining: 58.6s 421: total: 22.9s remaining: 58.5s 422: total: 23s remaining: 58.5s 423: total: 23s remaining: 58.4s 424: total: 23.1s remaining: 58.3s 425: total: 23.1s remaining: 58.3s 426: total: 23.2s remaining: 58.2s 427: total: 23.2s remaining: 58.2s 428: total: 23.3s remaining: 58.1s 429: total: 23.3s remaining: 58s 430: total: 23.4s remaining: 58s 431: total: 23.4s remaining: 57.9s 432: total: 23.5s remaining: 57.8s 433: total: 23.5s remaining: 57.8s 434: total: 23.6s remaining: 57.7s 435: total: 23.6s remaining: 57.7s 436: total: 23.7s remaining: 57.6s 437: total: 23.7s remaining: 57.6s 438: total: 23.8s remaining: 57.5s 439: total: 23.8s remaining: 57.4s 440: total: 23.9s remaining: 57.4s 441: total: 23.9s remaining: 57.3s 442: total: 24s remaining: 57.2s 443: total: 24s remaining: 57.2s 444: total: 24.1s remaining: 57.1s 445: total: 24.1s remaining: 57s 446: total: 24.2s remaining: 57s 447: total: 24.2s remaining: 56.9s 448: total: 24.3s remaining: 56.8s 449: total: 24.3s remaining: 56.8s 450: total: 24.4s remaining: 56.7s 451: total: 24.4s remaining: 56.6s 452: total: 24.5s remaining: 56.6s 453: total: 24.5s remaining: 56.5s 454: total: 24.6s remaining: 56.5s 455: total: 24.6s remaining: 56.4s 456: total: 24.8s remaining: 56.5s 457: total: 24.8s remaining: 56.5s 458: total: 24.9s remaining: 56.4s 459: total: 24.9s remaining: 56.4s 460: total: 25s remaining: 56.3s 461: total: 25s remaining: 56.2s 462: total: 25.1s remaining: 56.2s 463: total: 25.1s remaining: 56.1s 464: total: 25.2s remaining: 56s 465: total: 25.2s remaining: 56s 466: total: 25.3s remaining: 55.9s 467: total: 25.3s remaining: 55.9s 468: total: 25.4s remaining: 55.8s 469: total: 25.4s remaining: 55.8s 470: total: 25.5s remaining: 55.7s 471: total: 25.6s remaining: 55.6s 472: total: 25.6s remaining: 55.6s 473: total: 25.7s remaining: 55.5s 474: total: 25.7s remaining: 55.5s 475: total: 25.8s remaining: 55.4s 476: total: 25.8s remaining: 55.4s 477: total: 25.9s remaining: 55.3s 478: total: 25.9s remaining: 55.2s 479: total: 25.9s remaining: 55.1s 480: total: 26s remaining: 55.1s 481: total: 26.1s remaining: 55.1s 482: total: 26.1s remaining: 55s 483: total: 26.2s remaining: 55s 484: total: 26.2s remaining: 54.9s 485: total: 26.3s remaining: 54.8s 486: total: 26.3s remaining: 54.8s 487: total: 26.4s remaining: 54.7s 488: total: 26.4s remaining: 54.7s 489: total: 26.5s remaining: 54.6s 490: total: 26.5s remaining: 54.5s 491: total: 26.6s remaining: 54.5s 492: total: 26.6s remaining: 54.4s 493: total: 26.7s remaining: 54.4s 494: total: 26.7s remaining: 54.3s 495: total: 26.8s remaining: 54.2s 496: total: 26.8s remaining: 54.2s 497: total: 26.9s remaining: 54.1s 498: total: 26.9s remaining: 54s 499: total: 27s remaining: 54s 500: total: 27s remaining: 53.9s 501: total: 27.1s remaining: 53.8s 502: total: 27.1s remaining: 53.8s 503: total: 27.2s remaining: 53.7s 504: total: 27.2s remaining: 53.6s 505: total: 27.3s remaining: 53.6s 506: total: 27.3s remaining: 53.5s 507: total: 27.4s remaining: 53.5s 508: total: 27.4s remaining: 53.4s 509: total: 27.5s remaining: 53.3s 510: total: 27.5s remaining: 53.3s 511: total: 27.6s remaining: 53.2s 512: total: 27.6s remaining: 53.2s 513: total: 27.7s remaining: 53.1s 514: total: 27.7s remaining: 53.1s 515: total: 27.8s remaining: 53s 516: total: 27.8s remaining: 52.9s 517: total: 27.9s remaining: 52.9s 518: total: 27.9s remaining: 52.8s 519: total: 28s remaining: 52.7s 520: total: 28s remaining: 52.7s 521: total: 28.1s remaining: 52.6s 522: total: 28.1s remaining: 52.6s 523: total: 28.2s remaining: 52.5s 524: total: 28.2s remaining: 52.4s 525: total: 28.3s remaining: 52.4s 526: total: 28.3s remaining: 52.3s 527: total: 28.4s remaining: 52.2s 528: total: 28.4s remaining: 52.2s 529: total: 28.5s remaining: 52.1s 530: total: 28.5s remaining: 52.1s 531: total: 28.6s remaining: 52s 532: total: 28.6s remaining: 51.9s 533: total: 28.7s remaining: 51.9s 534: total: 28.7s remaining: 51.8s 535: total: 28.8s remaining: 51.7s 536: total: 28.8s remaining: 51.7s 537: total: 28.9s remaining: 51.6s 538: total: 28.9s remaining: 51.6s 539: total: 29s remaining: 51.5s 540: total: 29.1s remaining: 51.5s 541: total: 29.1s remaining: 51.5s 542: total: 29.2s remaining: 51.5s 543: total: 29.3s remaining: 51.4s 544: total: 29.3s remaining: 51.4s 545: total: 29.3s remaining: 51.3s 546: total: 29.4s remaining: 51.2s 547: total: 29.5s remaining: 51.2s 548: total: 29.5s remaining: 51.2s 549: total: 29.6s remaining: 51.1s 550: total: 29.6s remaining: 51s 551: total: 29.7s remaining: 51s 552: total: 29.7s remaining: 50.9s 553: total: 29.8s remaining: 50.8s 554: total: 29.8s remaining: 50.8s 555: total: 29.9s remaining: 50.7s 556: total: 29.9s remaining: 50.6s 557: total: 30s remaining: 50.6s 558: total: 30s remaining: 50.5s 559: total: 30s remaining: 50.4s 560: total: 30.1s remaining: 50.4s 561: total: 30.1s remaining: 50.3s 562: total: 30.2s remaining: 50.2s 563: total: 30.2s remaining: 50.1s 564: total: 30.3s remaining: 50.1s 565: total: 30.3s remaining: 50s 566: total: 30.3s remaining: 49.9s 567: total: 30.4s remaining: 49.9s 568: total: 30.4s remaining: 49.8s 569: total: 30.5s remaining: 49.7s 570: total: 30.5s remaining: 49.7s 571: total: 30.6s remaining: 49.6s 572: total: 30.6s remaining: 49.6s 573: total: 30.7s remaining: 49.5s 574: total: 30.7s remaining: 49.4s 575: total: 30.8s remaining: 49.4s 576: total: 30.8s remaining: 49.3s 577: total: 30.9s remaining: 49.3s 578: total: 30.9s remaining: 49.2s 579: total: 31s remaining: 49.1s 580: total: 31s remaining: 49.1s 581: total: 31.1s remaining: 49s 582: total: 31.1s remaining: 49s 583: total: 31.2s remaining: 48.9s 584: total: 31.2s remaining: 48.9s 585: total: 31.3s remaining: 48.8s 586: total: 31.3s remaining: 48.7s 587: total: 31.4s remaining: 48.7s 588: total: 31.5s remaining: 48.7s 589: total: 31.6s remaining: 48.7s 590: total: 31.6s remaining: 48.6s 591: total: 31.7s remaining: 48.6s 592: total: 31.7s remaining: 48.5s 593: total: 31.8s remaining: 48.5s 594: total: 31.9s remaining: 48.5s 595: total: 31.9s remaining: 48.4s 596: total: 31.9s remaining: 48.3s 597: total: 32s remaining: 48.2s 598: total: 32s remaining: 48.2s 599: total: 32.1s remaining: 48.1s 600: total: 32.1s remaining: 48s 601: total: 32.2s remaining: 48s 602: total: 32.2s remaining: 47.9s 603: total: 32.3s remaining: 47.9s 604: total: 32.3s remaining: 47.8s 605: total: 32.4s remaining: 47.8s 606: total: 32.4s remaining: 47.7s 607: total: 32.5s remaining: 47.7s 608: total: 32.5s remaining: 47.6s 609: total: 32.6s remaining: 47.5s 610: total: 32.6s remaining: 47.5s 611: total: 32.7s remaining: 47.4s 612: total: 32.8s remaining: 47.4s 613: total: 32.8s remaining: 47.3s 614: total: 32.9s remaining: 47.3s 615: total: 32.9s remaining: 47.2s 616: total: 33s remaining: 47.2s 617: total: 33s remaining: 47.1s 618: total: 33.1s remaining: 47.1s 619: total: 33.1s remaining: 47s 620: total: 33.2s remaining: 47s 621: total: 33.2s remaining: 46.9s 622: total: 33.3s remaining: 46.8s 623: total: 33.3s remaining: 46.8s 624: total: 33.4s remaining: 46.7s 625: total: 33.4s remaining: 46.7s 626: total: 33.5s remaining: 46.6s 627: total: 33.6s remaining: 46.6s 628: total: 33.6s remaining: 46.6s 629: total: 33.7s remaining: 46.5s 630: total: 33.7s remaining: 46.5s 631: total: 33.8s remaining: 46.4s 632: total: 33.8s remaining: 46.4s 633: total: 33.9s remaining: 46.3s 634: total: 33.9s remaining: 46.2s 635: total: 34s remaining: 46.2s 636: total: 34s remaining: 46.1s 637: total: 34.1s remaining: 46.1s 638: total: 34.1s remaining: 46s 639: total: 34.2s remaining: 45.9s 640: total: 34.2s remaining: 45.9s 641: total: 34.3s remaining: 45.8s 642: total: 34.3s remaining: 45.7s 643: total: 34.4s remaining: 45.7s 644: total: 34.4s remaining: 45.6s 645: total: 34.5s remaining: 45.6s 646: total: 34.5s remaining: 45.5s 647: total: 34.6s remaining: 45.4s 648: total: 34.6s remaining: 45.4s 649: total: 34.7s remaining: 45.3s 650: total: 34.7s remaining: 45.3s 651: total: 34.7s remaining: 45.2s 652: total: 34.9s remaining: 45.2s 653: total: 34.9s remaining: 45.2s 654: total: 35s remaining: 45.1s 655: total: 35s remaining: 45.1s 656: total: 35.1s remaining: 45s 657: total: 35.1s remaining: 45s 658: total: 35.2s remaining: 44.9s 659: total: 35.2s remaining: 44.8s 660: total: 35.3s remaining: 44.8s 661: total: 35.3s remaining: 44.7s 662: total: 35.4s remaining: 44.7s 663: total: 35.4s remaining: 44.6s 664: total: 35.5s remaining: 44.6s 665: total: 35.5s remaining: 44.5s 666: total: 35.6s remaining: 44.5s 667: total: 35.7s remaining: 44.4s 668: total: 35.7s remaining: 44.3s 669: total: 35.8s remaining: 44.3s 670: total: 35.8s remaining: 44.2s 671: total: 35.9s remaining: 44.2s 672: total: 35.9s remaining: 44.1s 673: total: 36s remaining: 44.1s 674: total: 36s remaining: 44s 675: total: 36.1s remaining: 44s 676: total: 36.1s remaining: 43.9s 677: total: 36.1s remaining: 43.8s 678: total: 36.2s remaining: 43.8s 679: total: 36.2s remaining: 43.7s 680: total: 36.3s remaining: 43.7s 681: total: 36.4s remaining: 43.6s 682: total: 36.4s remaining: 43.5s 683: total: 36.4s remaining: 43.5s 684: total: 36.5s remaining: 43.4s 685: total: 36.5s remaining: 43.3s 686: total: 36.6s remaining: 43.3s 687: total: 36.6s remaining: 43.2s 688: total: 36.7s remaining: 43.2s 689: total: 36.7s remaining: 43.1s 690: total: 36.8s remaining: 43.1s 691: total: 36.8s remaining: 43s 692: total: 36.8s remaining: 42.9s 693: total: 36.9s remaining: 42.8s 694: total: 36.9s remaining: 42.8s 695: total: 37s remaining: 42.7s 696: total: 37.1s remaining: 42.7s 697: total: 37.1s remaining: 42.7s 698: total: 37.2s remaining: 42.6s 699: total: 37.2s remaining: 42.6s 700: total: 37.3s remaining: 42.5s 701: total: 37.3s remaining: 42.4s 702: total: 37.4s remaining: 42.4s 703: total: 37.4s remaining: 42.3s 704: total: 37.5s remaining: 42.2s 705: total: 37.5s remaining: 42.2s 706: total: 37.5s remaining: 42.1s 707: total: 37.6s remaining: 42s 708: total: 37.6s remaining: 42s 709: total: 37.7s remaining: 41.9s 710: total: 37.8s remaining: 41.9s 711: total: 37.9s remaining: 41.9s 712: total: 38s remaining: 41.9s 713: total: 38s remaining: 41.8s 714: total: 38s remaining: 41.8s 715: total: 38.1s remaining: 41.7s 716: total: 38.2s remaining: 41.7s 717: total: 38.2s remaining: 41.6s 718: total: 38.2s remaining: 41.5s 719: total: 38.4s remaining: 41.6s 720: total: 38.4s remaining: 41.5s 721: total: 38.5s remaining: 41.5s 722: total: 38.6s remaining: 41.4s 723: total: 38.7s remaining: 41.4s 724: total: 38.7s remaining: 41.4s 725: total: 38.8s remaining: 41.3s 726: total: 38.8s remaining: 41.3s 727: total: 38.8s remaining: 41.2s 728: total: 38.9s remaining: 41.1s 729: total: 39s remaining: 41.1s 730: total: 39.1s remaining: 41.1s 731: total: 39.2s remaining: 41.1s 732: total: 39.2s remaining: 41s 733: total: 39.3s remaining: 41s 734: total: 39.3s remaining: 40.9s 735: total: 39.3s remaining: 40.8s 736: total: 39.4s remaining: 40.8s 737: total: 39.4s remaining: 40.7s 738: total: 39.5s remaining: 40.6s 739: total: 39.5s remaining: 40.6s 740: total: 39.6s remaining: 40.5s 741: total: 39.6s remaining: 40.5s 742: total: 39.7s remaining: 40.4s 743: total: 39.7s remaining: 40.4s 744: total: 39.8s remaining: 40.3s 745: total: 39.8s remaining: 40.2s 746: total: 39.9s remaining: 40.2s 747: total: 39.9s remaining: 40.1s 748: total: 40s remaining: 40.1s 749: total: 40s remaining: 40s 750: total: 40s remaining: 39.9s 751: total: 40.1s remaining: 39.9s 752: total: 40.1s remaining: 39.8s 753: total: 40.2s remaining: 39.7s 754: total: 40.2s remaining: 39.7s 755: total: 40.3s remaining: 39.6s 756: total: 40.3s remaining: 39.6s 757: total: 40.4s remaining: 39.5s 758: total: 40.4s remaining: 39.5s 759: total: 40.5s remaining: 39.4s 760: total: 40.5s remaining: 39.3s 761: total: 40.6s remaining: 39.3s 762: total: 40.6s remaining: 39.2s 763: total: 40.6s remaining: 39.1s 764: total: 40.7s remaining: 39.1s 765: total: 40.8s remaining: 39.1s 766: total: 40.8s remaining: 39s 767: total: 40.9s remaining: 38.9s 768: total: 40.9s remaining: 38.9s 769: total: 41s remaining: 38.8s 770: total: 41s remaining: 38.8s 771: total: 41s remaining: 38.7s 772: total: 41.1s remaining: 38.6s 773: total: 41.1s remaining: 38.6s 774: total: 41.2s remaining: 38.5s 775: total: 41.2s remaining: 38.5s 776: total: 41.3s remaining: 38.4s 777: total: 41.3s remaining: 38.4s 778: total: 41.4s remaining: 38.3s 779: total: 41.4s remaining: 38.2s 780: total: 41.5s remaining: 38.2s 781: total: 41.5s remaining: 38.1s 782: total: 41.6s remaining: 38.1s 783: total: 41.6s remaining: 38s 784: total: 41.7s remaining: 38s 785: total: 41.7s remaining: 37.9s 786: total: 41.8s remaining: 37.8s 787: total: 41.8s remaining: 37.8s 788: total: 41.8s remaining: 37.7s 789: total: 41.9s remaining: 37.6s 790: total: 41.9s remaining: 37.6s 791: total: 42s remaining: 37.5s 792: total: 42s remaining: 37.5s 793: total: 42s remaining: 37.4s 794: total: 42.1s remaining: 37.3s 795: total: 42.1s remaining: 37.3s 796: total: 42.2s remaining: 37.2s 797: total: 42.2s remaining: 37.1s 798: total: 42.3s remaining: 37.1s 799: total: 42.3s remaining: 37s 800: total: 42.4s remaining: 37s 801: total: 42.4s remaining: 36.9s 802: total: 42.5s remaining: 36.9s 803: total: 42.5s remaining: 36.8s 804: total: 42.6s remaining: 36.7s 805: total: 42.6s remaining: 36.7s 806: total: 42.7s remaining: 36.6s 807: total: 42.7s remaining: 36.6s 808: total: 42.8s remaining: 36.5s 809: total: 42.8s remaining: 36.5s 810: total: 42.9s remaining: 36.4s 811: total: 42.9s remaining: 36.4s 812: total: 43s remaining: 36.3s 813: total: 43s remaining: 36.3s 814: total: 43.1s remaining: 36.2s 815: total: 43.1s remaining: 36.1s 816: total: 43.2s remaining: 36.1s 817: total: 43.2s remaining: 36s 818: total: 43.3s remaining: 36s 819: total: 43.3s remaining: 35.9s 820: total: 43.4s remaining: 35.9s 821: total: 43.4s remaining: 35.8s 822: total: 43.5s remaining: 35.8s 823: total: 43.5s remaining: 35.7s 824: total: 43.6s remaining: 35.6s 825: total: 43.6s remaining: 35.6s 826: total: 43.6s remaining: 35.5s 827: total: 43.7s remaining: 35.4s 828: total: 43.7s remaining: 35.4s 829: total: 43.8s remaining: 35.3s 830: total: 43.8s remaining: 35.3s 831: total: 43.9s remaining: 35.2s 832: total: 43.9s remaining: 35.2s 833: total: 44s remaining: 35.1s 834: total: 44s remaining: 35.1s 835: total: 44.1s remaining: 35s 836: total: 44.1s remaining: 34.9s 837: total: 44.2s remaining: 34.9s 838: total: 44.2s remaining: 34.8s 839: total: 44.2s remaining: 34.8s 840: total: 44.3s remaining: 34.7s 841: total: 44.3s remaining: 34.6s 842: total: 44.4s remaining: 34.6s 843: total: 44.4s remaining: 34.5s 844: total: 44.5s remaining: 34.5s 845: total: 44.6s remaining: 34.5s 846: total: 44.6s remaining: 34.4s 847: total: 44.7s remaining: 34.3s 848: total: 44.7s remaining: 34.3s 849: total: 44.8s remaining: 34.3s 850: total: 44.9s remaining: 34.2s 851: total: 44.9s remaining: 34.2s 852: total: 45s remaining: 34.1s 853: total: 45.1s remaining: 34.1s 854: total: 45.1s remaining: 34s 855: total: 45.2s remaining: 34s 856: total: 45.3s remaining: 34s 857: total: 45.3s remaining: 33.9s 858: total: 45.4s remaining: 33.9s 859: total: 45.4s remaining: 33.8s 860: total: 45.5s remaining: 33.8s 861: total: 45.5s remaining: 33.7s 862: total: 45.6s remaining: 33.6s 863: total: 45.6s remaining: 33.6s 864: total: 45.7s remaining: 33.6s 865: total: 45.7s remaining: 33.5s 866: total: 45.8s remaining: 33.4s 867: total: 45.8s remaining: 33.4s 868: total: 45.9s remaining: 33.3s 869: total: 45.9s remaining: 33.2s 870: total: 45.9s remaining: 33.2s 871: total: 46s remaining: 33.1s 872: total: 46s remaining: 33.1s 873: total: 46.1s remaining: 33s 874: total: 46.1s remaining: 32.9s 875: total: 46.1s remaining: 32.9s 876: total: 46.2s remaining: 32.8s 877: total: 46.2s remaining: 32.8s 878: total: 46.3s remaining: 32.7s 879: total: 46.3s remaining: 32.6s 880: total: 46.4s remaining: 32.6s 881: total: 46.4s remaining: 32.5s 882: total: 46.5s remaining: 32.5s 883: total: 46.5s remaining: 32.4s 884: total: 46.5s remaining: 32.3s 885: total: 46.6s remaining: 32.3s 886: total: 46.6s remaining: 32.2s 887: total: 46.6s remaining: 32.1s 888: total: 46.7s remaining: 32.1s 889: total: 46.7s remaining: 32s 890: total: 46.8s remaining: 32s 891: total: 46.8s remaining: 31.9s 892: total: 46.9s remaining: 31.8s 893: total: 46.9s remaining: 31.8s 894: total: 47s remaining: 31.7s 895: total: 47s remaining: 31.7s 896: total: 47.1s remaining: 31.6s 897: total: 47.2s remaining: 31.6s 898: total: 47.3s remaining: 31.6s 899: total: 47.3s remaining: 31.6s 900: total: 47.4s remaining: 31.5s 901: total: 47.4s remaining: 31.4s 902: total: 47.5s remaining: 31.4s 903: total: 47.5s remaining: 31.3s 904: total: 47.5s remaining: 31.3s 905: total: 47.6s remaining: 31.2s 906: total: 47.6s remaining: 31.1s 907: total: 47.8s remaining: 31.1s 908: total: 47.9s remaining: 31.1s 909: total: 47.9s remaining: 31.1s 910: total: 48s remaining: 31s 911: total: 48s remaining: 31s 912: total: 48.1s remaining: 30.9s 913: total: 48.1s remaining: 30.8s 914: total: 48.1s remaining: 30.8s 915: total: 48.2s remaining: 30.7s 916: total: 48.2s remaining: 30.7s 917: total: 48.3s remaining: 30.6s 918: total: 48.3s remaining: 30.5s 919: total: 48.3s remaining: 30.5s 920: total: 48.4s remaining: 30.4s 921: total: 48.5s remaining: 30.4s 922: total: 48.5s remaining: 30.3s 923: total: 48.6s remaining: 30.3s 924: total: 48.6s remaining: 30.2s 925: total: 48.6s remaining: 30.1s 926: total: 48.7s remaining: 30.1s 927: total: 48.7s remaining: 30s 928: total: 48.8s remaining: 30s 929: total: 48.8s remaining: 29.9s 930: total: 48.9s remaining: 29.9s 931: total: 48.9s remaining: 29.8s 932: total: 49s remaining: 29.8s 933: total: 49s remaining: 29.7s 934: total: 49s remaining: 29.6s 935: total: 49.1s remaining: 29.6s 936: total: 49.1s remaining: 29.5s 937: total: 49.2s remaining: 29.5s 938: total: 49.2s remaining: 29.4s 939: total: 49.3s remaining: 29.4s 940: total: 49.3s remaining: 29.3s 941: total: 49.4s remaining: 29.3s 942: total: 49.4s remaining: 29.2s 943: total: 49.5s remaining: 29.1s 944: total: 49.5s remaining: 29.1s 945: total: 49.6s remaining: 29s 946: total: 49.6s remaining: 29s 947: total: 49.6s remaining: 28.9s 948: total: 49.7s remaining: 28.9s 949: total: 49.7s remaining: 28.8s 950: total: 49.8s remaining: 28.7s 951: total: 49.9s remaining: 28.7s 952: total: 49.9s remaining: 28.7s 953: total: 50s remaining: 28.6s 954: total: 50s remaining: 28.6s 955: total: 50.1s remaining: 28.5s 956: total: 50.1s remaining: 28.4s 957: total: 50.2s remaining: 28.4s 958: total: 50.2s remaining: 28.3s 959: total: 50.3s remaining: 28.3s 960: total: 50.3s remaining: 28.2s 961: total: 50.3s remaining: 28.2s 962: total: 50.4s remaining: 28.1s 963: total: 50.4s remaining: 28s 964: total: 50.5s remaining: 28s 965: total: 50.5s remaining: 27.9s 966: total: 50.6s remaining: 27.9s 967: total: 50.6s remaining: 27.8s 968: total: 50.6s remaining: 27.8s 969: total: 50.7s remaining: 27.7s 970: total: 50.7s remaining: 27.6s 971: total: 50.8s remaining: 27.6s 972: total: 50.8s remaining: 27.5s 973: total: 50.9s remaining: 27.5s 974: total: 50.9s remaining: 27.4s 975: total: 51s remaining: 27.4s 976: total: 51s remaining: 27.3s 977: total: 51s remaining: 27.2s 978: total: 51.1s remaining: 27.2s 979: total: 51.1s remaining: 27.1s 980: total: 51.2s remaining: 27.1s 981: total: 51.2s remaining: 27s 982: total: 51.2s remaining: 27s 983: total: 51.3s remaining: 26.9s 984: total: 51.3s remaining: 26.8s 985: total: 51.4s remaining: 26.8s 986: total: 51.4s remaining: 26.7s 987: total: 51.5s remaining: 26.7s 988: total: 51.5s remaining: 26.6s 989: total: 51.6s remaining: 26.6s 990: total: 51.6s remaining: 26.5s 991: total: 51.7s remaining: 26.5s 992: total: 51.7s remaining: 26.4s 993: total: 51.7s remaining: 26.3s 994: total: 51.8s remaining: 26.3s 995: total: 51.9s remaining: 26.2s 996: total: 51.9s remaining: 26.2s 997: total: 52s remaining: 26.1s 998: total: 52s remaining: 26.1s 999: total: 52.1s remaining: 26s 1000: total: 52.1s remaining: 26s 1001: total: 52.1s remaining: 25.9s 1002: total: 52.2s remaining: 25.9s 1003: total: 52.2s remaining: 25.8s 1004: total: 52.3s remaining: 25.8s 1005: total: 52.3s remaining: 25.7s 1006: total: 52.4s remaining: 25.6s 1007: total: 52.4s remaining: 25.6s 1008: total: 52.5s remaining: 25.5s 1009: total: 52.5s remaining: 25.5s 1010: total: 52.6s remaining: 25.4s 1011: total: 52.6s remaining: 25.4s 1012: total: 52.7s remaining: 25.3s 1013: total: 52.7s remaining: 25.3s 1014: total: 52.7s remaining: 25.2s 1015: total: 52.8s remaining: 25.1s 1016: total: 52.8s remaining: 25.1s 1017: total: 52.9s remaining: 25s 1018: total: 52.9s remaining: 25s 1019: total: 52.9s remaining: 24.9s 1020: total: 53s remaining: 24.9s 1021: total: 53s remaining: 24.8s 1022: total: 53.1s remaining: 24.7s 1023: total: 53.1s remaining: 24.7s 1024: total: 53.2s remaining: 24.6s 1025: total: 53.2s remaining: 24.6s 1026: total: 53.2s remaining: 24.5s 1027: total: 53.3s remaining: 24.5s 1028: total: 53.3s remaining: 24.4s 1029: total: 53.3s remaining: 24.3s 1030: total: 53.4s remaining: 24.3s 1031: total: 53.4s remaining: 24.2s 1032: total: 53.5s remaining: 24.2s 1033: total: 53.5s remaining: 24.1s 1034: total: 53.6s remaining: 24.1s 1035: total: 53.6s remaining: 24s 1036: total: 53.6s remaining: 23.9s 1037: total: 53.7s remaining: 23.9s 1038: total: 53.7s remaining: 23.8s 1039: total: 53.8s remaining: 23.8s 1040: total: 53.8s remaining: 23.7s 1041: total: 53.8s remaining: 23.7s 1042: total: 53.9s remaining: 23.6s 1043: total: 53.9s remaining: 23.6s 1044: total: 54s remaining: 23.5s 1045: total: 54s remaining: 23.4s 1046: total: 54.1s remaining: 23.4s 1047: total: 54.1s remaining: 23.3s 1048: total: 54.2s remaining: 23.3s 1049: total: 54.2s remaining: 23.2s 1050: total: 54.3s remaining: 23.2s 1051: total: 54.3s remaining: 23.1s 1052: total: 54.3s remaining: 23.1s 1053: total: 54.4s remaining: 23s 1054: total: 54.4s remaining: 23s 1055: total: 54.5s remaining: 22.9s 1056: total: 54.5s remaining: 22.8s 1057: total: 54.6s remaining: 22.8s 1058: total: 54.6s remaining: 22.7s 1059: total: 54.6s remaining: 22.7s 1060: total: 54.7s remaining: 22.6s 1061: total: 54.7s remaining: 22.6s 1062: total: 54.7s remaining: 22.5s 1063: total: 54.8s remaining: 22.5s 1064: total: 54.9s remaining: 22.4s 1065: total: 55s remaining: 22.4s 1066: total: 55s remaining: 22.3s 1067: total: 55.1s remaining: 22.3s 1068: total: 55.1s remaining: 22.2s 1069: total: 55.1s remaining: 22.2s 1070: total: 55.2s remaining: 22.1s 1071: total: 55.3s remaining: 22.1s 1072: total: 55.4s remaining: 22s 1073: total: 55.4s remaining: 22s 1074: total: 55.4s remaining: 21.9s 1075: total: 55.5s remaining: 21.9s 1076: total: 55.5s remaining: 21.8s 1077: total: 55.5s remaining: 21.7s 1078: total: 55.6s remaining: 21.7s 1079: total: 55.6s remaining: 21.6s 1080: total: 55.7s remaining: 21.6s 1081: total: 55.7s remaining: 21.5s 1082: total: 55.8s remaining: 21.5s 1083: total: 55.8s remaining: 21.4s 1084: total: 55.8s remaining: 21.4s 1085: total: 56s remaining: 21.3s 1086: total: 56s remaining: 21.3s 1087: total: 56.1s remaining: 21.2s 1088: total: 56.1s remaining: 21.2s 1089: total: 56.2s remaining: 21.1s 1090: total: 56.2s remaining: 21.1s 1091: total: 56.2s remaining: 21s 1092: total: 56.3s remaining: 21s 1093: total: 56.3s remaining: 20.9s 1094: total: 56.4s remaining: 20.9s 1095: total: 56.4s remaining: 20.8s 1096: total: 56.4s remaining: 20.7s 1097: total: 56.5s remaining: 20.7s 1098: total: 56.6s remaining: 20.6s 1099: total: 56.6s remaining: 20.6s 1100: total: 56.8s remaining: 20.6s 1101: total: 56.8s remaining: 20.5s 1102: total: 56.9s remaining: 20.5s 1103: total: 57s remaining: 20.4s 1104: total: 57s remaining: 20.4s 1105: total: 57.1s remaining: 20.3s 1106: total: 57.1s remaining: 20.3s 1107: total: 57.1s remaining: 20.2s 1108: total: 57.2s remaining: 20.2s 1109: total: 57.3s remaining: 20.1s 1110: total: 57.3s remaining: 20.1s 1111: total: 57.4s remaining: 20s 1112: total: 57.6s remaining: 20s 1113: total: 57.6s remaining: 20s 1114: total: 57.6s remaining: 19.9s 1115: total: 57.7s remaining: 19.9s 1116: total: 57.7s remaining: 19.8s 1117: total: 57.8s remaining: 19.7s 1118: total: 57.8s remaining: 19.7s 1119: total: 57.9s remaining: 19.6s 1120: total: 57.9s remaining: 19.6s 1121: total: 58s remaining: 19.5s 1122: total: 58s remaining: 19.5s 1123: total: 58s remaining: 19.4s 1124: total: 58.1s remaining: 19.4s 1125: total: 58.1s remaining: 19.3s 1126: total: 58.2s remaining: 19.2s 1127: total: 58.2s remaining: 19.2s 1128: total: 58.2s remaining: 19.1s 1129: total: 58.3s remaining: 19.1s 1130: total: 58.3s remaining: 19s 1131: total: 58.4s remaining: 19s 1132: total: 58.4s remaining: 18.9s 1133: total: 58.4s remaining: 18.9s 1134: total: 58.5s remaining: 18.8s 1135: total: 58.5s remaining: 18.8s 1136: total: 58.6s remaining: 18.7s 1137: total: 58.6s remaining: 18.6s 1138: total: 58.7s remaining: 18.6s 1139: total: 58.7s remaining: 18.5s 1140: total: 58.8s remaining: 18.5s 1141: total: 58.8s remaining: 18.4s 1142: total: 58.8s remaining: 18.4s 1143: total: 58.9s remaining: 18.3s 1144: total: 58.9s remaining: 18.3s 1145: total: 59s remaining: 18.2s 1146: total: 59s remaining: 18.2s 1147: total: 59s remaining: 18.1s 1148: total: 59.1s remaining: 18.1s 1149: total: 59.1s remaining: 18s 1150: total: 59.2s remaining: 17.9s 1151: total: 59.2s remaining: 17.9s 1152: total: 59.3s remaining: 17.8s 1153: total: 59.3s remaining: 17.8s 1154: total: 59.4s remaining: 17.7s 1155: total: 59.4s remaining: 17.7s 1156: total: 59.5s remaining: 17.6s 1157: total: 59.5s remaining: 17.6s 1158: total: 59.6s remaining: 17.5s 1159: total: 59.6s remaining: 17.5s 1160: total: 59.7s remaining: 17.4s 1161: total: 59.7s remaining: 17.4s 1162: total: 59.8s remaining: 17.3s 1163: total: 59.8s remaining: 17.3s 1164: total: 59.9s remaining: 17.2s 1165: total: 59.9s remaining: 17.2s 1166: total: 59.9s remaining: 17.1s 1167: total: 60s remaining: 17.1s 1168: total: 1m remaining: 17s 1169: total: 1m remaining: 16.9s 1170: total: 1m remaining: 16.9s 1171: total: 1m remaining: 16.8s 1172: total: 1m remaining: 16.8s 1173: total: 1m remaining: 16.7s 1174: total: 1m remaining: 16.7s 1175: total: 1m remaining: 16.6s 1176: total: 1m remaining: 16.6s 1177: total: 1m remaining: 16.5s 1178: total: 1m remaining: 16.5s 1179: total: 1m remaining: 16.4s 1180: total: 1m remaining: 16.4s 1181: total: 1m remaining: 16.3s 1182: total: 1m remaining: 16.3s 1183: total: 1m remaining: 16.2s 1184: total: 1m remaining: 16.2s 1185: total: 1m remaining: 16.1s 1186: total: 1m remaining: 16.1s 1187: total: 1m remaining: 16s 1188: total: 1m remaining: 16s 1189: total: 1m 1s remaining: 15.9s 1190: total: 1m 1s remaining: 15.8s 1191: total: 1m 1s remaining: 15.8s 1192: total: 1m 1s remaining: 15.7s 1193: total: 1m 1s remaining: 15.7s 1194: total: 1m 1s remaining: 15.6s 1195: total: 1m 1s remaining: 15.6s 1196: total: 1m 1s remaining: 15.5s 1197: total: 1m 1s remaining: 15.5s 1198: total: 1m 1s remaining: 15.4s 1199: total: 1m 1s remaining: 15.4s 1200: total: 1m 1s remaining: 15.3s 1201: total: 1m 1s remaining: 15.3s 1202: total: 1m 1s remaining: 15.2s 1203: total: 1m 1s remaining: 15.2s 1204: total: 1m 1s remaining: 15.1s 1205: total: 1m 1s remaining: 15.1s 1206: total: 1m 1s remaining: 15s 1207: total: 1m 1s remaining: 15s 1208: total: 1m 1s remaining: 14.9s 1209: total: 1m 2s remaining: 14.9s 1210: total: 1m 2s remaining: 14.8s 1211: total: 1m 2s remaining: 14.8s 1212: total: 1m 2s remaining: 14.7s 1213: total: 1m 2s remaining: 14.6s 1214: total: 1m 2s remaining: 14.6s 1215: total: 1m 2s remaining: 14.5s 1216: total: 1m 2s remaining: 14.5s 1217: total: 1m 2s remaining: 14.4s 1218: total: 1m 2s remaining: 14.4s 1219: total: 1m 2s remaining: 14.3s 1220: total: 1m 2s remaining: 14.3s 1221: total: 1m 2s remaining: 14.2s 1222: total: 1m 2s remaining: 14.2s 1223: total: 1m 2s remaining: 14.1s 1224: total: 1m 2s remaining: 14.1s 1225: total: 1m 2s remaining: 14s 1226: total: 1m 2s remaining: 14s 1227: total: 1m 2s remaining: 13.9s 1228: total: 1m 2s remaining: 13.9s 1229: total: 1m 2s remaining: 13.8s 1230: total: 1m 2s remaining: 13.8s 1231: total: 1m 2s remaining: 13.7s 1232: total: 1m 3s remaining: 13.7s 1233: total: 1m 3s remaining: 13.6s 1234: total: 1m 3s remaining: 13.6s 1235: total: 1m 3s remaining: 13.5s 1236: total: 1m 3s remaining: 13.4s 1237: total: 1m 3s remaining: 13.4s 1238: total: 1m 3s remaining: 13.3s 1239: total: 1m 3s remaining: 13.3s 1240: total: 1m 3s remaining: 13.2s 1241: total: 1m 3s remaining: 13.2s 1242: total: 1m 3s remaining: 13.1s 1243: total: 1m 3s remaining: 13.1s 1244: total: 1m 3s remaining: 13s 1245: total: 1m 3s remaining: 13s 1246: total: 1m 3s remaining: 12.9s 1247: total: 1m 3s remaining: 12.9s 1248: total: 1m 3s remaining: 12.8s 1249: total: 1m 3s remaining: 12.8s 1250: total: 1m 4s remaining: 12.7s 1251: total: 1m 4s remaining: 12.7s 1252: total: 1m 4s remaining: 12.6s 1253: total: 1m 4s remaining: 12.6s 1254: total: 1m 4s remaining: 12.5s 1255: total: 1m 4s remaining: 12.5s 1256: total: 1m 4s remaining: 12.4s 1257: total: 1m 4s remaining: 12.4s 1258: total: 1m 4s remaining: 12.4s 1259: total: 1m 4s remaining: 12.3s 1260: total: 1m 4s remaining: 12.2s 1261: total: 1m 4s remaining: 12.2s 1262: total: 1m 4s remaining: 12.1s 1263: total: 1m 4s remaining: 12.1s 1264: total: 1m 4s remaining: 12s 1265: total: 1m 4s remaining: 12s 1266: total: 1m 4s remaining: 11.9s 1267: total: 1m 5s remaining: 11.9s 1268: total: 1m 5s remaining: 11.9s 1269: total: 1m 5s remaining: 11.8s 1270: total: 1m 5s remaining: 11.8s 1271: total: 1m 5s remaining: 11.7s 1272: total: 1m 5s remaining: 11.7s 1273: total: 1m 5s remaining: 11.6s 1274: total: 1m 5s remaining: 11.6s 1275: total: 1m 5s remaining: 11.5s 1276: total: 1m 5s remaining: 11.4s 1277: total: 1m 5s remaining: 11.4s 1278: total: 1m 5s remaining: 11.3s 1279: total: 1m 5s remaining: 11.3s 1280: total: 1m 5s remaining: 11.2s 1281: total: 1m 5s remaining: 11.2s 1282: total: 1m 5s remaining: 11.1s 1283: total: 1m 5s remaining: 11.1s 1284: total: 1m 5s remaining: 11s 1285: total: 1m 5s remaining: 11s 1286: total: 1m 6s remaining: 10.9s 1287: total: 1m 6s remaining: 10.9s 1288: total: 1m 6s remaining: 10.8s 1289: total: 1m 6s remaining: 10.8s 1290: total: 1m 6s remaining: 10.7s 1291: total: 1m 6s remaining: 10.7s 1292: total: 1m 6s remaining: 10.6s 1293: total: 1m 6s remaining: 10.6s 1294: total: 1m 6s remaining: 10.5s 1295: total: 1m 6s remaining: 10.5s 1296: total: 1m 6s remaining: 10.4s 1297: total: 1m 6s remaining: 10.4s 1298: total: 1m 6s remaining: 10.3s 1299: total: 1m 6s remaining: 10.3s 1300: total: 1m 6s remaining: 10.2s 1301: total: 1m 6s remaining: 10.2s 1302: total: 1m 6s remaining: 10.1s 1303: total: 1m 6s remaining: 10.1s 1304: total: 1m 6s remaining: 10s 1305: total: 1m 7s remaining: 9.96s 1306: total: 1m 7s remaining: 9.9s 1307: total: 1m 7s remaining: 9.85s 1308: total: 1m 7s remaining: 9.8s 1309: total: 1m 7s remaining: 9.76s 1310: total: 1m 7s remaining: 9.71s 1311: total: 1m 7s remaining: 9.67s 1312: total: 1m 7s remaining: 9.62s 1313: total: 1m 7s remaining: 9.57s 1314: total: 1m 7s remaining: 9.53s 1315: total: 1m 7s remaining: 9.48s 1316: total: 1m 7s remaining: 9.43s 1317: total: 1m 7s remaining: 9.38s 1318: total: 1m 7s remaining: 9.32s 1319: total: 1m 8s remaining: 9.27s 1320: total: 1m 8s remaining: 9.22s 1321: total: 1m 8s remaining: 9.17s 1322: total: 1m 8s remaining: 9.12s 1323: total: 1m 8s remaining: 9.06s 1324: total: 1m 8s remaining: 9.01s 1325: total: 1m 8s remaining: 8.96s 1326: total: 1m 8s remaining: 8.91s 1327: total: 1m 8s remaining: 8.86s 1328: total: 1m 8s remaining: 8.8s 1329: total: 1m 8s remaining: 8.75s 1330: total: 1m 8s remaining: 8.7s 1331: total: 1m 8s remaining: 8.64s 1332: total: 1m 8s remaining: 8.59s 1333: total: 1m 8s remaining: 8.54s 1334: total: 1m 8s remaining: 8.49s 1335: total: 1m 8s remaining: 8.43s 1336: total: 1m 8s remaining: 8.38s 1337: total: 1m 8s remaining: 8.33s 1338: total: 1m 8s remaining: 8.28s 1339: total: 1m 8s remaining: 8.22s 1340: total: 1m 8s remaining: 8.17s 1341: total: 1m 8s remaining: 8.12s 1342: total: 1m 9s remaining: 8.07s 1343: total: 1m 9s remaining: 8.02s 1344: total: 1m 9s remaining: 7.97s 1345: total: 1m 9s remaining: 7.92s 1346: total: 1m 9s remaining: 7.87s 1347: total: 1m 9s remaining: 7.82s 1348: total: 1m 9s remaining: 7.77s 1349: total: 1m 9s remaining: 7.72s 1350: total: 1m 9s remaining: 7.67s 1351: total: 1m 9s remaining: 7.63s 1352: total: 1m 9s remaining: 7.58s 1353: total: 1m 9s remaining: 7.52s 1354: total: 1m 9s remaining: 7.47s 1355: total: 1m 9s remaining: 7.42s 1356: total: 1m 9s remaining: 7.37s 1357: total: 1m 9s remaining: 7.32s 1358: total: 1m 10s remaining: 7.26s 1359: total: 1m 10s remaining: 7.21s 1360: total: 1m 10s remaining: 7.16s 1361: total: 1m 10s remaining: 7.11s 1362: total: 1m 10s remaining: 7.05s 1363: total: 1m 10s remaining: 7s 1364: total: 1m 10s remaining: 6.95s 1365: total: 1m 10s remaining: 6.9s 1366: total: 1m 10s remaining: 6.85s 1367: total: 1m 10s remaining: 6.8s 1368: total: 1m 10s remaining: 6.75s 1369: total: 1m 10s remaining: 6.7s 1370: total: 1m 10s remaining: 6.64s 1371: total: 1m 10s remaining: 6.59s 1372: total: 1m 10s remaining: 6.54s 1373: total: 1m 10s remaining: 6.49s 1374: total: 1m 10s remaining: 6.44s 1375: total: 1m 10s remaining: 6.38s 1376: total: 1m 10s remaining: 6.33s 1377: total: 1m 10s remaining: 6.28s 1378: total: 1m 11s remaining: 6.23s 1379: total: 1m 11s remaining: 6.18s 1380: total: 1m 11s remaining: 6.14s 1381: total: 1m 11s remaining: 6.08s 1382: total: 1m 11s remaining: 6.03s 1383: total: 1m 11s remaining: 5.98s 1384: total: 1m 11s remaining: 5.93s 1385: total: 1m 11s remaining: 5.87s 1386: total: 1m 11s remaining: 5.82s 1387: total: 1m 11s remaining: 5.77s 1388: total: 1m 11s remaining: 5.72s 1389: total: 1m 11s remaining: 5.67s 1390: total: 1m 11s remaining: 5.62s 1391: total: 1m 11s remaining: 5.57s 1392: total: 1m 11s remaining: 5.51s 1393: total: 1m 11s remaining: 5.46s 1394: total: 1m 11s remaining: 5.41s 1395: total: 1m 11s remaining: 5.36s 1396: total: 1m 11s remaining: 5.31s 1397: total: 1m 12s remaining: 5.25s 1398: total: 1m 12s remaining: 5.2s 1399: total: 1m 12s remaining: 5.15s 1400: total: 1m 12s remaining: 5.1s 1401: total: 1m 12s remaining: 5.05s 1402: total: 1m 12s remaining: 4.99s 1403: total: 1m 12s remaining: 4.94s 1404: total: 1m 12s remaining: 4.89s 1405: total: 1m 12s remaining: 4.84s 1406: total: 1m 12s remaining: 4.79s 1407: total: 1m 12s remaining: 4.74s 1408: total: 1m 12s remaining: 4.69s 1409: total: 1m 12s remaining: 4.64s 1410: total: 1m 12s remaining: 4.58s 1411: total: 1m 12s remaining: 4.53s 1412: total: 1m 12s remaining: 4.48s 1413: total: 1m 12s remaining: 4.43s 1414: total: 1m 12s remaining: 4.38s 1415: total: 1m 12s remaining: 4.33s 1416: total: 1m 12s remaining: 4.28s 1417: total: 1m 13s remaining: 4.22s 1418: total: 1m 13s remaining: 4.17s 1419: total: 1m 13s remaining: 4.12s 1420: total: 1m 13s remaining: 4.07s 1421: total: 1m 13s remaining: 4.02s 1422: total: 1m 13s remaining: 3.96s 1423: total: 1m 13s remaining: 3.91s 1424: total: 1m 13s remaining: 3.86s 1425: total: 1m 13s remaining: 3.81s 1426: total: 1m 13s remaining: 3.76s 1427: total: 1m 13s remaining: 3.71s 1428: total: 1m 13s remaining: 3.65s 1429: total: 1m 13s remaining: 3.6s 1430: total: 1m 13s remaining: 3.55s 1431: total: 1m 13s remaining: 3.5s 1432: total: 1m 13s remaining: 3.44s 1433: total: 1m 13s remaining: 3.39s 1434: total: 1m 13s remaining: 3.34s 1435: total: 1m 13s remaining: 3.29s 1436: total: 1m 13s remaining: 3.24s 1437: total: 1m 13s remaining: 3.19s 1438: total: 1m 13s remaining: 3.13s 1439: total: 1m 13s remaining: 3.08s 1440: total: 1m 14s remaining: 3.03s 1441: total: 1m 14s remaining: 2.98s 1442: total: 1m 14s remaining: 2.93s 1443: total: 1m 14s remaining: 2.88s 1444: total: 1m 14s remaining: 2.83s 1445: total: 1m 14s remaining: 2.77s 1446: total: 1m 14s remaining: 2.72s 1447: total: 1m 14s remaining: 2.67s 1448: total: 1m 14s remaining: 2.62s 1449: total: 1m 14s remaining: 2.57s 1450: total: 1m 14s remaining: 2.52s 1451: total: 1m 14s remaining: 2.46s 1452: total: 1m 14s remaining: 2.41s 1453: total: 1m 14s remaining: 2.36s 1454: total: 1m 14s remaining: 2.31s 1455: total: 1m 14s remaining: 2.26s 1456: total: 1m 14s remaining: 2.21s 1457: total: 1m 14s remaining: 2.16s 1458: total: 1m 14s remaining: 2.1s 1459: total: 1m 14s remaining: 2.05s 1460: total: 1m 14s remaining: 2s 1461: total: 1m 15s remaining: 1.95s 1462: total: 1m 15s remaining: 1.9s 1463: total: 1m 15s remaining: 1.85s 1464: total: 1m 15s remaining: 1.79s 1465: total: 1m 15s remaining: 1.74s 1466: total: 1m 15s remaining: 1.69s 1467: total: 1m 15s remaining: 1.64s 1468: total: 1m 15s remaining: 1.59s 1469: total: 1m 15s remaining: 1.54s 1470: total: 1m 15s remaining: 1.49s 1471: total: 1m 15s remaining: 1.44s 1472: total: 1m 15s remaining: 1.38s 1473: total: 1m 15s remaining: 1.33s 1474: total: 1m 15s remaining: 1.28s 1475: total: 1m 15s remaining: 1.23s 1476: total: 1m 15s remaining: 1.18s 1477: total: 1m 15s remaining: 1.13s 1478: total: 1m 15s remaining: 1.07s 1479: total: 1m 15s remaining: 1.02s 1480: total: 1m 15s remaining: 973ms 1481: total: 1m 15s remaining: 922ms 1482: total: 1m 15s remaining: 871ms 1483: total: 1m 15s remaining: 819ms 1484: total: 1m 16s remaining: 768ms 1485: total: 1m 16s remaining: 717ms 1486: total: 1m 16s remaining: 666ms 1487: total: 1m 16s remaining: 614ms 1488: total: 1m 16s remaining: 563ms 1489: total: 1m 16s remaining: 512ms 1490: total: 1m 16s remaining: 461ms 1491: total: 1m 16s remaining: 410ms 1492: total: 1m 16s remaining: 358ms 1493: total: 1m 16s remaining: 307ms 1494: total: 1m 16s remaining: 256ms 1495: total: 1m 16s remaining: 205ms 1496: total: 1m 16s remaining: 154ms 1497: total: 1m 16s remaining: 102ms 1498: total: 1m 16s remaining: 51.2ms 1499: total: 1m 16s remaining: 0us Learning rate set to 0.021203 0: total: 51.9ms remaining: 1m 17s 1: total: 107ms remaining: 1m 19s 2: total: 160ms remaining: 1m 19s
Default metric period is 5 because AUC is/are not implemented for GPU
3: total: 213ms remaining: 1m 19s 4: total: 266ms remaining: 1m 19s 5: total: 320ms remaining: 1m 19s 6: total: 380ms remaining: 1m 20s 7: total: 438ms remaining: 1m 21s 8: total: 492ms remaining: 1m 21s 9: total: 545ms remaining: 1m 21s 10: total: 598ms remaining: 1m 20s 11: total: 651ms remaining: 1m 20s 12: total: 706ms remaining: 1m 20s 13: total: 762ms remaining: 1m 20s 14: total: 817ms remaining: 1m 20s 15: total: 875ms remaining: 1m 21s 16: total: 930ms remaining: 1m 21s 17: total: 982ms remaining: 1m 20s 18: total: 1.03s remaining: 1m 20s 19: total: 1.08s remaining: 1m 20s 20: total: 1.14s remaining: 1m 20s 21: total: 1.19s remaining: 1m 19s 22: total: 1.25s remaining: 1m 20s 23: total: 1.3s remaining: 1m 19s 24: total: 1.36s remaining: 1m 20s 25: total: 1.42s remaining: 1m 20s 26: total: 1.48s remaining: 1m 20s 27: total: 1.54s remaining: 1m 21s 28: total: 1.6s remaining: 1m 21s 29: total: 1.66s remaining: 1m 21s 30: total: 1.72s remaining: 1m 21s 31: total: 1.78s remaining: 1m 21s 32: total: 1.83s remaining: 1m 21s 33: total: 1.89s remaining: 1m 21s 34: total: 1.97s remaining: 1m 22s 35: total: 2.07s remaining: 1m 24s 36: total: 2.12s remaining: 1m 23s 37: total: 2.17s remaining: 1m 23s 38: total: 2.23s remaining: 1m 23s 39: total: 2.29s remaining: 1m 23s 40: total: 2.34s remaining: 1m 23s 41: total: 2.4s remaining: 1m 23s 42: total: 2.46s remaining: 1m 23s 43: total: 2.51s remaining: 1m 23s 44: total: 2.57s remaining: 1m 23s 45: total: 2.63s remaining: 1m 23s 46: total: 2.68s remaining: 1m 22s 47: total: 2.74s remaining: 1m 22s 48: total: 2.8s remaining: 1m 22s 49: total: 2.86s remaining: 1m 23s 50: total: 2.92s remaining: 1m 22s 51: total: 2.99s remaining: 1m 23s 52: total: 3.04s remaining: 1m 23s 53: total: 3.09s remaining: 1m 22s 54: total: 3.15s remaining: 1m 22s 55: total: 3.2s remaining: 1m 22s 56: total: 3.26s remaining: 1m 22s 57: total: 3.31s remaining: 1m 22s 58: total: 3.37s remaining: 1m 22s 59: total: 3.42s remaining: 1m 22s 60: total: 3.48s remaining: 1m 22s 61: total: 3.54s remaining: 1m 22s 62: total: 3.6s remaining: 1m 22s 63: total: 3.65s remaining: 1m 22s 64: total: 3.72s remaining: 1m 22s 65: total: 3.78s remaining: 1m 22s 66: total: 3.83s remaining: 1m 21s 67: total: 3.89s remaining: 1m 21s 68: total: 3.95s remaining: 1m 21s 69: total: 4.02s remaining: 1m 22s 70: total: 4.08s remaining: 1m 22s 71: total: 4.14s remaining: 1m 22s 72: total: 4.2s remaining: 1m 22s 73: total: 4.26s remaining: 1m 22s 74: total: 4.32s remaining: 1m 22s 75: total: 4.37s remaining: 1m 21s 76: total: 4.43s remaining: 1m 21s 77: total: 4.48s remaining: 1m 21s 78: total: 4.54s remaining: 1m 21s 79: total: 4.59s remaining: 1m 21s 80: total: 4.65s remaining: 1m 21s 81: total: 4.71s remaining: 1m 21s 82: total: 4.76s remaining: 1m 21s 83: total: 4.82s remaining: 1m 21s 84: total: 4.89s remaining: 1m 21s 85: total: 4.95s remaining: 1m 21s 86: total: 5s remaining: 1m 21s 87: total: 5.06s remaining: 1m 21s 88: total: 5.12s remaining: 1m 21s 89: total: 5.17s remaining: 1m 21s 90: total: 5.23s remaining: 1m 21s 91: total: 5.29s remaining: 1m 21s 92: total: 5.35s remaining: 1m 20s 93: total: 5.41s remaining: 1m 20s 94: total: 5.46s remaining: 1m 20s 95: total: 5.52s remaining: 1m 20s 96: total: 5.58s remaining: 1m 20s 97: total: 5.64s remaining: 1m 20s 98: total: 5.7s remaining: 1m 20s 99: total: 5.76s remaining: 1m 20s 100: total: 5.81s remaining: 1m 20s 101: total: 5.87s remaining: 1m 20s 102: total: 5.93s remaining: 1m 20s 103: total: 5.98s remaining: 1m 20s 104: total: 6.04s remaining: 1m 20s 105: total: 6.1s remaining: 1m 20s 106: total: 6.16s remaining: 1m 20s 107: total: 6.22s remaining: 1m 20s 108: total: 6.27s remaining: 1m 20s 109: total: 6.33s remaining: 1m 20s 110: total: 6.39s remaining: 1m 19s 111: total: 6.45s remaining: 1m 19s 112: total: 6.51s remaining: 1m 19s 113: total: 6.56s remaining: 1m 19s 114: total: 6.62s remaining: 1m 19s 115: total: 6.67s remaining: 1m 19s 116: total: 6.73s remaining: 1m 19s 117: total: 6.79s remaining: 1m 19s 118: total: 6.84s remaining: 1m 19s 119: total: 6.9s remaining: 1m 19s 120: total: 6.96s remaining: 1m 19s 121: total: 7.01s remaining: 1m 19s 122: total: 7.06s remaining: 1m 19s 123: total: 7.11s remaining: 1m 18s 124: total: 7.18s remaining: 1m 18s 125: total: 7.24s remaining: 1m 18s 126: total: 7.3s remaining: 1m 18s 127: total: 7.37s remaining: 1m 18s 128: total: 7.42s remaining: 1m 18s 129: total: 7.47s remaining: 1m 18s 130: total: 7.52s remaining: 1m 18s 131: total: 7.57s remaining: 1m 18s 132: total: 7.63s remaining: 1m 18s 133: total: 7.68s remaining: 1m 18s 134: total: 7.74s remaining: 1m 18s 135: total: 7.79s remaining: 1m 18s 136: total: 7.84s remaining: 1m 18s 137: total: 7.9s remaining: 1m 17s 138: total: 7.96s remaining: 1m 17s 139: total: 8.01s remaining: 1m 17s 140: total: 8.06s remaining: 1m 17s 141: total: 8.12s remaining: 1m 17s 142: total: 8.17s remaining: 1m 17s 143: total: 8.22s remaining: 1m 17s 144: total: 8.26s remaining: 1m 17s 145: total: 8.31s remaining: 1m 17s 146: total: 8.37s remaining: 1m 17s 147: total: 8.41s remaining: 1m 16s 148: total: 8.46s remaining: 1m 16s 149: total: 8.51s remaining: 1m 16s 150: total: 8.57s remaining: 1m 16s 151: total: 8.63s remaining: 1m 16s 152: total: 8.67s remaining: 1m 16s 153: total: 8.72s remaining: 1m 16s 154: total: 8.77s remaining: 1m 16s 155: total: 8.82s remaining: 1m 16s 156: total: 8.87s remaining: 1m 15s 157: total: 8.98s remaining: 1m 16s 158: total: 9.02s remaining: 1m 16s 159: total: 9.08s remaining: 1m 16s 160: total: 9.13s remaining: 1m 15s 161: total: 9.18s remaining: 1m 15s 162: total: 9.23s remaining: 1m 15s 163: total: 9.29s remaining: 1m 15s 164: total: 9.34s remaining: 1m 15s 165: total: 9.4s remaining: 1m 15s 166: total: 9.45s remaining: 1m 15s 167: total: 9.49s remaining: 1m 15s 168: total: 9.54s remaining: 1m 15s 169: total: 9.59s remaining: 1m 15s 170: total: 9.65s remaining: 1m 14s 171: total: 9.7s remaining: 1m 14s 172: total: 9.76s remaining: 1m 14s 173: total: 9.81s remaining: 1m 14s 174: total: 9.86s remaining: 1m 14s 175: total: 9.91s remaining: 1m 14s 176: total: 9.96s remaining: 1m 14s 177: total: 10s remaining: 1m 14s 178: total: 10.1s remaining: 1m 14s 179: total: 10.1s remaining: 1m 14s 180: total: 10.2s remaining: 1m 14s 181: total: 10.2s remaining: 1m 13s 182: total: 10.3s remaining: 1m 13s 183: total: 10.3s remaining: 1m 13s 184: total: 10.4s remaining: 1m 13s 185: total: 10.4s remaining: 1m 13s 186: total: 10.5s remaining: 1m 13s 187: total: 10.5s remaining: 1m 13s 188: total: 10.6s remaining: 1m 13s 189: total: 10.6s remaining: 1m 13s 190: total: 10.7s remaining: 1m 13s 191: total: 10.7s remaining: 1m 13s 192: total: 10.8s remaining: 1m 13s 193: total: 10.8s remaining: 1m 12s 194: total: 10.9s remaining: 1m 12s 195: total: 10.9s remaining: 1m 12s 196: total: 11s remaining: 1m 12s 197: total: 11s remaining: 1m 12s 198: total: 11.1s remaining: 1m 12s 199: total: 11.1s remaining: 1m 12s 200: total: 11.2s remaining: 1m 12s 201: total: 11.2s remaining: 1m 12s 202: total: 11.3s remaining: 1m 12s 203: total: 11.3s remaining: 1m 12s 204: total: 11.4s remaining: 1m 11s 205: total: 11.4s remaining: 1m 11s 206: total: 11.5s remaining: 1m 11s 207: total: 11.5s remaining: 1m 11s 208: total: 11.6s remaining: 1m 11s 209: total: 11.7s remaining: 1m 11s 210: total: 11.7s remaining: 1m 11s 211: total: 11.8s remaining: 1m 11s 212: total: 11.8s remaining: 1m 11s 213: total: 11.9s remaining: 1m 11s 214: total: 11.9s remaining: 1m 11s 215: total: 12s remaining: 1m 11s 216: total: 12.1s remaining: 1m 11s 217: total: 12.1s remaining: 1m 11s 218: total: 12.2s remaining: 1m 11s 219: total: 12.2s remaining: 1m 11s 220: total: 12.3s remaining: 1m 11s 221: total: 12.3s remaining: 1m 10s 222: total: 12.4s remaining: 1m 10s 223: total: 12.4s remaining: 1m 10s 224: total: 12.5s remaining: 1m 10s 225: total: 12.5s remaining: 1m 10s 226: total: 12.6s remaining: 1m 10s 227: total: 12.6s remaining: 1m 10s 228: total: 12.7s remaining: 1m 10s 229: total: 12.7s remaining: 1m 10s 230: total: 12.8s remaining: 1m 10s 231: total: 12.9s remaining: 1m 10s 232: total: 12.9s remaining: 1m 10s 233: total: 13s remaining: 1m 10s 234: total: 13s remaining: 1m 10s 235: total: 13.1s remaining: 1m 9s 236: total: 13.1s remaining: 1m 9s 237: total: 13.1s remaining: 1m 9s 238: total: 13.2s remaining: 1m 9s 239: total: 13.3s remaining: 1m 9s 240: total: 13.3s remaining: 1m 9s 241: total: 13.4s remaining: 1m 9s 242: total: 13.4s remaining: 1m 9s 243: total: 13.5s remaining: 1m 9s 244: total: 13.5s remaining: 1m 9s 245: total: 13.6s remaining: 1m 9s 246: total: 13.6s remaining: 1m 9s 247: total: 13.7s remaining: 1m 8s 248: total: 13.7s remaining: 1m 8s 249: total: 13.8s remaining: 1m 8s 250: total: 13.8s remaining: 1m 8s 251: total: 13.9s remaining: 1m 8s 252: total: 13.9s remaining: 1m 8s 253: total: 14s remaining: 1m 8s 254: total: 14s remaining: 1m 8s 255: total: 14.1s remaining: 1m 8s 256: total: 14.1s remaining: 1m 8s 257: total: 14.2s remaining: 1m 8s 258: total: 14.2s remaining: 1m 8s 259: total: 14.3s remaining: 1m 8s 260: total: 14.3s remaining: 1m 8s 261: total: 14.4s remaining: 1m 8s 262: total: 14.5s remaining: 1m 8s 263: total: 14.5s remaining: 1m 7s 264: total: 14.6s remaining: 1m 7s 265: total: 14.6s remaining: 1m 7s 266: total: 14.7s remaining: 1m 7s 267: total: 14.7s remaining: 1m 7s 268: total: 14.8s remaining: 1m 7s 269: total: 14.8s remaining: 1m 7s 270: total: 14.9s remaining: 1m 7s 271: total: 14.9s remaining: 1m 7s 272: total: 15s remaining: 1m 7s 273: total: 15s remaining: 1m 7s 274: total: 15.1s remaining: 1m 7s 275: total: 15.1s remaining: 1m 7s 276: total: 15.2s remaining: 1m 7s 277: total: 15.2s remaining: 1m 7s 278: total: 15.3s remaining: 1m 6s 279: total: 15.3s remaining: 1m 6s 280: total: 15.4s remaining: 1m 6s 281: total: 15.4s remaining: 1m 6s 282: total: 15.5s remaining: 1m 6s 283: total: 15.6s remaining: 1m 6s 284: total: 15.6s remaining: 1m 6s 285: total: 15.7s remaining: 1m 6s 286: total: 15.7s remaining: 1m 6s 287: total: 15.8s remaining: 1m 6s 288: total: 15.8s remaining: 1m 6s 289: total: 15.9s remaining: 1m 6s 290: total: 15.9s remaining: 1m 6s 291: total: 16s remaining: 1m 6s 292: total: 16s remaining: 1m 6s 293: total: 16.1s remaining: 1m 5s 294: total: 16.1s remaining: 1m 5s 295: total: 16.2s remaining: 1m 5s 296: total: 16.2s remaining: 1m 5s 297: total: 16.3s remaining: 1m 5s 298: total: 16.3s remaining: 1m 5s 299: total: 16.4s remaining: 1m 5s 300: total: 16.4s remaining: 1m 5s 301: total: 16.5s remaining: 1m 5s 302: total: 16.5s remaining: 1m 5s 303: total: 16.6s remaining: 1m 5s 304: total: 16.6s remaining: 1m 5s 305: total: 16.7s remaining: 1m 5s 306: total: 16.7s remaining: 1m 5s 307: total: 16.8s remaining: 1m 5s 308: total: 16.8s remaining: 1m 4s 309: total: 16.9s remaining: 1m 4s 310: total: 17s remaining: 1m 4s 311: total: 17s remaining: 1m 4s 312: total: 17.1s remaining: 1m 4s 313: total: 17.2s remaining: 1m 4s 314: total: 17.2s remaining: 1m 4s 315: total: 17.3s remaining: 1m 4s 316: total: 17.3s remaining: 1m 4s 317: total: 17.4s remaining: 1m 4s 318: total: 17.5s remaining: 1m 4s 319: total: 17.6s remaining: 1m 4s 320: total: 17.6s remaining: 1m 4s 321: total: 17.7s remaining: 1m 4s 322: total: 17.7s remaining: 1m 4s 323: total: 17.8s remaining: 1m 4s 324: total: 17.8s remaining: 1m 4s 325: total: 17.9s remaining: 1m 4s 326: total: 17.9s remaining: 1m 4s 327: total: 18s remaining: 1m 4s 328: total: 18s remaining: 1m 4s 329: total: 18.1s remaining: 1m 4s 330: total: 18.2s remaining: 1m 4s 331: total: 18.2s remaining: 1m 4s 332: total: 18.3s remaining: 1m 4s 333: total: 18.3s remaining: 1m 3s 334: total: 18.4s remaining: 1m 3s 335: total: 18.4s remaining: 1m 3s 336: total: 18.5s remaining: 1m 3s 337: total: 18.5s remaining: 1m 3s 338: total: 18.6s remaining: 1m 3s 339: total: 18.7s remaining: 1m 3s 340: total: 18.7s remaining: 1m 3s 341: total: 18.8s remaining: 1m 3s 342: total: 18.8s remaining: 1m 3s 343: total: 18.9s remaining: 1m 3s 344: total: 19s remaining: 1m 3s 345: total: 19s remaining: 1m 3s 346: total: 19.1s remaining: 1m 3s 347: total: 19.1s remaining: 1m 3s 348: total: 19.2s remaining: 1m 3s 349: total: 19.2s remaining: 1m 3s 350: total: 19.3s remaining: 1m 3s 351: total: 19.3s remaining: 1m 3s 352: total: 19.4s remaining: 1m 2s 353: total: 19.4s remaining: 1m 2s 354: total: 19.5s remaining: 1m 2s 355: total: 19.5s remaining: 1m 2s 356: total: 19.6s remaining: 1m 2s 357: total: 19.6s remaining: 1m 2s 358: total: 19.7s remaining: 1m 2s 359: total: 19.7s remaining: 1m 2s 360: total: 19.8s remaining: 1m 2s 361: total: 19.8s remaining: 1m 2s 362: total: 19.9s remaining: 1m 2s 363: total: 19.9s remaining: 1m 2s 364: total: 20s remaining: 1m 2s 365: total: 20s remaining: 1m 2s 366: total: 20.1s remaining: 1m 2s 367: total: 20.2s remaining: 1m 2s 368: total: 20.2s remaining: 1m 1s 369: total: 20.3s remaining: 1m 1s 370: total: 20.3s remaining: 1m 1s 371: total: 20.4s remaining: 1m 1s 372: total: 20.4s remaining: 1m 1s 373: total: 20.5s remaining: 1m 1s 374: total: 20.5s remaining: 1m 1s 375: total: 20.6s remaining: 1m 1s 376: total: 20.6s remaining: 1m 1s 377: total: 20.7s remaining: 1m 1s 378: total: 20.8s remaining: 1m 1s 379: total: 20.8s remaining: 1m 1s 380: total: 20.9s remaining: 1m 1s 381: total: 20.9s remaining: 1m 1s 382: total: 21s remaining: 1m 1s 383: total: 21s remaining: 1m 1s 384: total: 21.1s remaining: 1m 1s 385: total: 21.1s remaining: 1m 1s 386: total: 21.2s remaining: 1m 387: total: 21.3s remaining: 1m 388: total: 21.3s remaining: 1m 389: total: 21.4s remaining: 1m 390: total: 21.4s remaining: 1m 391: total: 21.5s remaining: 1m 392: total: 21.5s remaining: 1m 393: total: 21.6s remaining: 1m 394: total: 21.6s remaining: 1m 395: total: 21.7s remaining: 1m 396: total: 21.7s remaining: 1m 397: total: 21.8s remaining: 1m 398: total: 21.8s remaining: 1m 399: total: 21.9s remaining: 1m 400: total: 22s remaining: 1m 401: total: 22s remaining: 1m 402: total: 22.1s remaining: 1m 403: total: 22.1s remaining: 60s 404: total: 22.2s remaining: 59.9s 405: total: 22.2s remaining: 59.9s 406: total: 22.3s remaining: 59.9s 407: total: 22.3s remaining: 59.8s 408: total: 22.4s remaining: 59.8s 409: total: 22.5s remaining: 59.7s 410: total: 22.5s remaining: 59.6s 411: total: 22.6s remaining: 59.6s 412: total: 22.6s remaining: 59.5s 413: total: 22.7s remaining: 59.5s 414: total: 22.7s remaining: 59.4s 415: total: 22.8s remaining: 59.3s 416: total: 22.8s remaining: 59.3s 417: total: 22.9s remaining: 59.2s 418: total: 22.9s remaining: 59.1s 419: total: 23s remaining: 59.1s 420: total: 23s remaining: 59s 421: total: 23.1s remaining: 59s 422: total: 23.1s remaining: 58.9s 423: total: 23.2s remaining: 58.8s 424: total: 23.2s remaining: 58.8s 425: total: 23.3s remaining: 58.7s 426: total: 23.4s remaining: 58.7s 427: total: 23.4s remaining: 58.6s 428: total: 23.5s remaining: 58.6s 429: total: 23.5s remaining: 58.5s 430: total: 23.6s remaining: 58.4s 431: total: 23.6s remaining: 58.4s 432: total: 23.7s remaining: 58.3s 433: total: 23.7s remaining: 58.2s 434: total: 23.8s remaining: 58.2s 435: total: 23.8s remaining: 58.1s 436: total: 23.9s remaining: 58s 437: total: 23.9s remaining: 57.9s 438: total: 23.9s remaining: 57.9s 439: total: 24s remaining: 57.8s 440: total: 24.1s remaining: 57.8s 441: total: 24.1s remaining: 57.7s 442: total: 24.2s remaining: 57.6s 443: total: 24.2s remaining: 57.6s 444: total: 24.3s remaining: 57.5s 445: total: 24.3s remaining: 57.5s 446: total: 24.4s remaining: 57.4s 447: total: 24.4s remaining: 57.3s 448: total: 24.5s remaining: 57.3s 449: total: 24.5s remaining: 57.2s 450: total: 24.6s remaining: 57.1s 451: total: 24.6s remaining: 57.1s 452: total: 24.7s remaining: 57s 453: total: 24.7s remaining: 57s 454: total: 24.8s remaining: 56.9s 455: total: 24.8s remaining: 56.8s 456: total: 24.9s remaining: 56.7s 457: total: 24.9s remaining: 56.7s 458: total: 25s remaining: 56.6s 459: total: 25s remaining: 56.6s 460: total: 25.1s remaining: 56.5s 461: total: 25.1s remaining: 56.4s 462: total: 25.2s remaining: 56.4s 463: total: 25.2s remaining: 56.3s 464: total: 25.3s remaining: 56.3s 465: total: 25.3s remaining: 56.2s 466: total: 25.4s remaining: 56.2s 467: total: 25.4s remaining: 56.1s 468: total: 25.5s remaining: 56.1s 469: total: 25.6s remaining: 56s 470: total: 25.6s remaining: 55.9s 471: total: 25.7s remaining: 55.9s 472: total: 25.7s remaining: 55.8s 473: total: 25.8s remaining: 55.8s 474: total: 25.8s remaining: 55.8s 475: total: 25.9s remaining: 55.7s 476: total: 26s remaining: 55.7s 477: total: 26s remaining: 55.6s 478: total: 26.1s remaining: 55.5s 479: total: 26.1s remaining: 55.5s 480: total: 26.2s remaining: 55.5s 481: total: 26.2s remaining: 55.4s 482: total: 26.3s remaining: 55.3s 483: total: 26.3s remaining: 55.3s 484: total: 26.4s remaining: 55.3s 485: total: 26.5s remaining: 55.2s 486: total: 26.5s remaining: 55.2s 487: total: 26.6s remaining: 55.2s 488: total: 26.7s remaining: 55.1s 489: total: 26.7s remaining: 55.1s 490: total: 26.8s remaining: 55s 491: total: 26.8s remaining: 55s 492: total: 26.9s remaining: 54.9s 493: total: 26.9s remaining: 54.9s 494: total: 27s remaining: 54.8s 495: total: 27s remaining: 54.7s 496: total: 27.1s remaining: 54.7s 497: total: 27.1s remaining: 54.6s 498: total: 27.2s remaining: 54.5s 499: total: 27.2s remaining: 54.5s 500: total: 27.3s remaining: 54.4s 501: total: 27.3s remaining: 54.3s 502: total: 27.4s remaining: 54.4s 503: total: 27.5s remaining: 54.3s 504: total: 27.5s remaining: 54.2s 505: total: 27.6s remaining: 54.2s 506: total: 27.6s remaining: 54.1s 507: total: 27.7s remaining: 54s 508: total: 27.7s remaining: 54s 509: total: 27.8s remaining: 53.9s 510: total: 27.8s remaining: 53.8s 511: total: 27.9s remaining: 53.8s 512: total: 27.9s remaining: 53.7s 513: total: 28s remaining: 53.7s 514: total: 28s remaining: 53.6s 515: total: 28.1s remaining: 53.5s 516: total: 28.1s remaining: 53.5s 517: total: 28.2s remaining: 53.4s 518: total: 28.2s remaining: 53.3s 519: total: 28.3s remaining: 53.3s 520: total: 28.3s remaining: 53.2s 521: total: 28.4s remaining: 53.1s 522: total: 28.4s remaining: 53.1s 523: total: 28.4s remaining: 53s 524: total: 28.5s remaining: 52.9s 525: total: 28.6s remaining: 52.9s 526: total: 28.6s remaining: 52.8s 527: total: 28.7s remaining: 52.8s 528: total: 28.7s remaining: 52.7s 529: total: 28.8s remaining: 52.7s 530: total: 28.8s remaining: 52.6s 531: total: 28.9s remaining: 52.5s 532: total: 28.9s remaining: 52.5s 533: total: 29s remaining: 52.4s 534: total: 29s remaining: 52.4s 535: total: 29.1s remaining: 52.3s 536: total: 29.1s remaining: 52.2s 537: total: 29.2s remaining: 52.1s 538: total: 29.2s remaining: 52.1s 539: total: 29.3s remaining: 52s 540: total: 29.3s remaining: 51.9s 541: total: 29.4s remaining: 51.9s 542: total: 29.4s remaining: 51.8s 543: total: 29.5s remaining: 51.8s 544: total: 29.5s remaining: 51.7s 545: total: 29.6s remaining: 51.7s 546: total: 29.6s remaining: 51.6s 547: total: 29.7s remaining: 51.5s 548: total: 29.7s remaining: 51.5s 549: total: 29.8s remaining: 51.4s 550: total: 29.8s remaining: 51.3s 551: total: 29.9s remaining: 51.3s 552: total: 29.9s remaining: 51.2s 553: total: 30s remaining: 51.2s 554: total: 30s remaining: 51.1s 555: total: 30.1s remaining: 51s 556: total: 30.1s remaining: 51s 557: total: 30.2s remaining: 50.9s 558: total: 30.2s remaining: 50.9s 559: total: 30.3s remaining: 50.8s 560: total: 30.3s remaining: 50.7s 561: total: 30.3s remaining: 50.6s 562: total: 30.4s remaining: 50.6s 563: total: 30.4s remaining: 50.5s 564: total: 30.5s remaining: 50.5s 565: total: 30.6s remaining: 50.4s 566: total: 30.6s remaining: 50.4s 567: total: 30.7s remaining: 50.3s 568: total: 30.7s remaining: 50.3s 569: total: 30.8s remaining: 50.2s 570: total: 30.8s remaining: 50.2s 571: total: 30.9s remaining: 50.1s 572: total: 30.9s remaining: 50s 573: total: 31s remaining: 50s 574: total: 31s remaining: 49.9s 575: total: 31.1s remaining: 49.8s 576: total: 31.1s remaining: 49.8s 577: total: 31.2s remaining: 49.7s 578: total: 31.2s remaining: 49.6s 579: total: 31.3s remaining: 49.6s 580: total: 31.3s remaining: 49.5s 581: total: 31.4s remaining: 49.5s 582: total: 31.4s remaining: 49.4s 583: total: 31.5s remaining: 49.3s 584: total: 31.5s remaining: 49.3s 585: total: 31.5s remaining: 49.2s 586: total: 31.6s remaining: 49.1s 587: total: 31.6s remaining: 49.1s 588: total: 31.7s remaining: 49s 589: total: 31.7s remaining: 48.9s 590: total: 31.8s remaining: 48.8s 591: total: 31.8s remaining: 48.8s 592: total: 31.8s remaining: 48.7s 593: total: 31.9s remaining: 48.6s 594: total: 31.9s remaining: 48.6s 595: total: 32s remaining: 48.5s 596: total: 32s remaining: 48.4s 597: total: 32.1s remaining: 48.4s 598: total: 32.1s remaining: 48.3s 599: total: 32.2s remaining: 48.3s 600: total: 32.2s remaining: 48.2s 601: total: 32.2s remaining: 48.1s 602: total: 32.3s remaining: 48s 603: total: 32.3s remaining: 48s 604: total: 32.4s remaining: 47.9s 605: total: 32.4s remaining: 47.8s 606: total: 32.5s remaining: 47.8s 607: total: 32.5s remaining: 47.7s 608: total: 32.6s remaining: 47.6s 609: total: 32.6s remaining: 47.6s 610: total: 32.7s remaining: 47.5s 611: total: 32.7s remaining: 47.5s 612: total: 32.8s remaining: 47.4s 613: total: 32.8s remaining: 47.4s 614: total: 32.9s remaining: 47.3s 615: total: 32.9s remaining: 47.2s 616: total: 33s remaining: 47.2s 617: total: 33s remaining: 47.1s 618: total: 33s remaining: 47s 619: total: 33.1s remaining: 47s 620: total: 33.2s remaining: 46.9s 621: total: 33.2s remaining: 46.9s 622: total: 33.3s remaining: 46.8s 623: total: 33.3s remaining: 46.8s 624: total: 33.4s remaining: 46.7s 625: total: 33.4s remaining: 46.7s 626: total: 33.5s remaining: 46.6s 627: total: 33.5s remaining: 46.6s 628: total: 33.6s remaining: 46.5s 629: total: 33.6s remaining: 46.5s 630: total: 33.7s remaining: 46.4s 631: total: 33.7s remaining: 46.3s 632: total: 33.8s remaining: 46.3s 633: total: 33.9s remaining: 46.3s 634: total: 33.9s remaining: 46.2s 635: total: 34s remaining: 46.1s 636: total: 34s remaining: 46.1s 637: total: 34.1s remaining: 46s 638: total: 34.1s remaining: 46s 639: total: 34.1s remaining: 45.9s 640: total: 34.2s remaining: 45.8s 641: total: 34.3s remaining: 45.8s 642: total: 34.3s remaining: 45.7s 643: total: 34.4s remaining: 45.7s 644: total: 34.4s remaining: 45.6s 645: total: 34.5s remaining: 45.6s 646: total: 34.5s remaining: 45.5s 647: total: 34.6s remaining: 45.5s 648: total: 34.7s remaining: 45.4s 649: total: 34.7s remaining: 45.4s 650: total: 34.8s remaining: 45.3s 651: total: 34.8s remaining: 45.3s 652: total: 34.9s remaining: 45.2s 653: total: 34.9s remaining: 45.2s 654: total: 35s remaining: 45.1s 655: total: 35s remaining: 45.1s 656: total: 35.1s remaining: 45s 657: total: 35.2s remaining: 45s 658: total: 35.2s remaining: 44.9s 659: total: 35.3s remaining: 44.9s 660: total: 35.3s remaining: 44.9s 661: total: 35.4s remaining: 44.8s 662: total: 35.4s remaining: 44.7s 663: total: 35.5s remaining: 44.7s 664: total: 35.5s remaining: 44.6s 665: total: 35.6s remaining: 44.6s 666: total: 35.7s remaining: 44.5s 667: total: 35.7s remaining: 44.5s 668: total: 35.7s remaining: 44.4s 669: total: 35.8s remaining: 44.3s 670: total: 35.9s remaining: 44.3s 671: total: 35.9s remaining: 44.2s 672: total: 36s remaining: 44.2s 673: total: 36s remaining: 44.1s 674: total: 36.1s remaining: 44.1s 675: total: 36.1s remaining: 44s 676: total: 36.2s remaining: 44s 677: total: 36.2s remaining: 43.9s 678: total: 36.3s remaining: 43.9s 679: total: 36.3s remaining: 43.8s 680: total: 36.4s remaining: 43.8s 681: total: 36.4s remaining: 43.7s 682: total: 36.5s remaining: 43.6s 683: total: 36.5s remaining: 43.6s 684: total: 36.6s remaining: 43.6s 685: total: 36.7s remaining: 43.5s 686: total: 36.7s remaining: 43.4s 687: total: 36.8s remaining: 43.4s 688: total: 36.8s remaining: 43.3s 689: total: 36.9s remaining: 43.3s 690: total: 36.9s remaining: 43.2s 691: total: 37s remaining: 43.2s 692: total: 37s remaining: 43.1s 693: total: 37.1s remaining: 43.1s 694: total: 37.1s remaining: 43s 695: total: 37.2s remaining: 43s 696: total: 37.3s remaining: 42.9s 697: total: 37.3s remaining: 42.9s 698: total: 37.4s remaining: 42.8s 699: total: 37.4s remaining: 42.8s 700: total: 37.5s remaining: 42.7s 701: total: 37.6s remaining: 42.7s 702: total: 37.6s remaining: 42.6s 703: total: 37.7s remaining: 42.6s 704: total: 37.8s remaining: 42.6s 705: total: 37.9s remaining: 42.6s 706: total: 37.9s remaining: 42.5s 707: total: 37.9s remaining: 42.5s 708: total: 38s remaining: 42.4s 709: total: 38s remaining: 42.3s 710: total: 38.1s remaining: 42.2s 711: total: 38.1s remaining: 42.2s 712: total: 38.1s remaining: 42.1s 713: total: 38.2s remaining: 42s 714: total: 38.3s remaining: 42s 715: total: 38.3s remaining: 42s 716: total: 38.4s remaining: 41.9s 717: total: 38.4s remaining: 41.9s 718: total: 38.5s remaining: 41.8s 719: total: 38.5s remaining: 41.7s 720: total: 38.6s remaining: 41.7s 721: total: 38.6s remaining: 41.6s 722: total: 38.6s remaining: 41.5s 723: total: 38.7s remaining: 41.5s 724: total: 38.7s remaining: 41.4s 725: total: 38.8s remaining: 41.3s 726: total: 38.8s remaining: 41.3s 727: total: 38.9s remaining: 41.2s 728: total: 38.9s remaining: 41.1s 729: total: 39s remaining: 41.1s 730: total: 39s remaining: 41s 731: total: 39.1s remaining: 41s 732: total: 39.1s remaining: 40.9s 733: total: 39.2s remaining: 40.9s 734: total: 39.2s remaining: 40.8s 735: total: 39.3s remaining: 40.8s 736: total: 39.3s remaining: 40.7s 737: total: 39.4s remaining: 40.6s 738: total: 39.4s remaining: 40.6s 739: total: 39.5s remaining: 40.5s 740: total: 39.5s remaining: 40.5s 741: total: 39.6s remaining: 40.4s 742: total: 39.6s remaining: 40.4s 743: total: 39.7s remaining: 40.3s 744: total: 39.7s remaining: 40.3s 745: total: 39.8s remaining: 40.2s 746: total: 39.8s remaining: 40.1s 747: total: 39.9s remaining: 40.1s 748: total: 39.9s remaining: 40s 749: total: 40s remaining: 40s 750: total: 40s remaining: 39.9s 751: total: 40.1s remaining: 39.9s 752: total: 40.1s remaining: 39.8s 753: total: 40.2s remaining: 39.7s 754: total: 40.2s remaining: 39.7s 755: total: 40.3s remaining: 39.6s 756: total: 40.3s remaining: 39.6s 757: total: 40.4s remaining: 39.5s 758: total: 40.4s remaining: 39.5s 759: total: 40.5s remaining: 39.4s 760: total: 40.5s remaining: 39.4s 761: total: 40.6s remaining: 39.3s 762: total: 40.6s remaining: 39.2s 763: total: 40.7s remaining: 39.2s 764: total: 40.7s remaining: 39.1s 765: total: 40.8s remaining: 39.1s 766: total: 40.8s remaining: 39s 767: total: 40.9s remaining: 38.9s 768: total: 40.9s remaining: 38.9s 769: total: 40.9s remaining: 38.8s 770: total: 41s remaining: 38.7s 771: total: 41s remaining: 38.7s 772: total: 41.1s remaining: 38.6s 773: total: 41.1s remaining: 38.6s 774: total: 41.2s remaining: 38.5s 775: total: 41.2s remaining: 38.5s 776: total: 41.3s remaining: 38.4s 777: total: 41.3s remaining: 38.4s 778: total: 41.4s remaining: 38.3s 779: total: 41.4s remaining: 38.3s 780: total: 41.5s remaining: 38.2s 781: total: 41.5s remaining: 38.1s 782: total: 41.6s remaining: 38.1s 783: total: 41.6s remaining: 38s 784: total: 41.7s remaining: 38s 785: total: 41.7s remaining: 37.9s 786: total: 41.7s remaining: 37.8s 787: total: 41.8s remaining: 37.8s 788: total: 41.9s remaining: 37.7s 789: total: 41.9s remaining: 37.7s 790: total: 42s remaining: 37.6s 791: total: 42s remaining: 37.6s 792: total: 42.1s remaining: 37.5s 793: total: 42.1s remaining: 37.4s 794: total: 42.1s remaining: 37.4s 795: total: 42.2s remaining: 37.3s 796: total: 42.2s remaining: 37.3s 797: total: 42.3s remaining: 37.2s 798: total: 42.3s remaining: 37.1s 799: total: 42.4s remaining: 37.1s 800: total: 42.4s remaining: 37s 801: total: 42.5s remaining: 37s 802: total: 42.5s remaining: 36.9s 803: total: 42.6s remaining: 36.9s 804: total: 42.6s remaining: 36.8s 805: total: 42.7s remaining: 36.7s 806: total: 42.7s remaining: 36.7s 807: total: 42.8s remaining: 36.6s 808: total: 42.8s remaining: 36.6s 809: total: 42.9s remaining: 36.5s 810: total: 42.9s remaining: 36.5s 811: total: 43s remaining: 36.4s 812: total: 43s remaining: 36.4s 813: total: 43.1s remaining: 36.3s 814: total: 43.1s remaining: 36.3s 815: total: 43.2s remaining: 36.2s 816: total: 43.2s remaining: 36.1s 817: total: 43.3s remaining: 36.1s 818: total: 43.3s remaining: 36s 819: total: 43.3s remaining: 35.9s 820: total: 43.4s remaining: 35.9s 821: total: 43.4s remaining: 35.8s 822: total: 43.5s remaining: 35.8s 823: total: 43.5s remaining: 35.7s 824: total: 43.6s remaining: 35.6s 825: total: 43.6s remaining: 35.6s 826: total: 43.7s remaining: 35.5s 827: total: 43.7s remaining: 35.5s 828: total: 43.8s remaining: 35.4s 829: total: 43.8s remaining: 35.4s 830: total: 43.9s remaining: 35.3s 831: total: 43.9s remaining: 35.3s 832: total: 44s remaining: 35.2s 833: total: 44s remaining: 35.1s 834: total: 44.1s remaining: 35.1s 835: total: 44.1s remaining: 35s 836: total: 44.2s remaining: 35s 837: total: 44.2s remaining: 34.9s 838: total: 44.3s remaining: 34.9s 839: total: 44.3s remaining: 34.8s 840: total: 44.4s remaining: 34.8s 841: total: 44.4s remaining: 34.7s 842: total: 44.5s remaining: 34.7s 843: total: 44.5s remaining: 34.6s 844: total: 44.6s remaining: 34.6s 845: total: 44.7s remaining: 34.6s 846: total: 44.8s remaining: 34.5s 847: total: 44.9s remaining: 34.5s 848: total: 44.9s remaining: 34.5s 849: total: 45s remaining: 34.4s 850: total: 45s remaining: 34.3s 851: total: 45.1s remaining: 34.3s 852: total: 45.1s remaining: 34.2s 853: total: 45.2s remaining: 34.2s 854: total: 45.2s remaining: 34.1s 855: total: 45.3s remaining: 34.1s 856: total: 45.3s remaining: 34s 857: total: 45.4s remaining: 33.9s 858: total: 45.4s remaining: 33.9s 859: total: 45.5s remaining: 33.8s 860: total: 45.5s remaining: 33.8s 861: total: 45.5s remaining: 33.7s 862: total: 45.6s remaining: 33.6s 863: total: 45.6s remaining: 33.6s 864: total: 45.6s remaining: 33.5s 865: total: 45.7s remaining: 33.5s 866: total: 45.8s remaining: 33.4s 867: total: 45.8s remaining: 33.4s 868: total: 45.9s remaining: 33.3s 869: total: 45.9s remaining: 33.2s 870: total: 45.9s remaining: 33.2s 871: total: 46s remaining: 33.1s 872: total: 46s remaining: 33.1s 873: total: 46.1s remaining: 33s 874: total: 46.1s remaining: 32.9s 875: total: 46.2s remaining: 32.9s 876: total: 46.2s remaining: 32.8s 877: total: 46.2s remaining: 32.8s 878: total: 46.3s remaining: 32.7s 879: total: 46.3s remaining: 32.6s 880: total: 46.4s remaining: 32.6s 881: total: 46.4s remaining: 32.5s 882: total: 46.5s remaining: 32.5s 883: total: 46.5s remaining: 32.4s 884: total: 46.6s remaining: 32.4s 885: total: 46.6s remaining: 32.3s 886: total: 46.7s remaining: 32.2s 887: total: 46.7s remaining: 32.2s 888: total: 46.8s remaining: 32.1s 889: total: 46.8s remaining: 32.1s 890: total: 46.8s remaining: 32s 891: total: 46.9s remaining: 31.9s 892: total: 46.9s remaining: 31.9s 893: total: 47s remaining: 31.8s 894: total: 47s remaining: 31.8s 895: total: 47s remaining: 31.7s 896: total: 47.1s remaining: 31.6s 897: total: 47.1s remaining: 31.6s 898: total: 47.2s remaining: 31.5s 899: total: 47.2s remaining: 31.5s 900: total: 47.2s remaining: 31.4s 901: total: 47.3s remaining: 31.4s 902: total: 47.3s remaining: 31.3s 903: total: 47.4s remaining: 31.2s 904: total: 47.4s remaining: 31.2s 905: total: 47.5s remaining: 31.1s 906: total: 47.5s remaining: 31.1s 907: total: 47.6s remaining: 31s 908: total: 47.6s remaining: 31s 909: total: 47.6s remaining: 30.9s 910: total: 47.7s remaining: 30.8s 911: total: 47.7s remaining: 30.8s 912: total: 47.8s remaining: 30.7s 913: total: 47.9s remaining: 30.7s 914: total: 47.9s remaining: 30.6s 915: total: 48s remaining: 30.6s 916: total: 48s remaining: 30.5s 917: total: 48s remaining: 30.4s 918: total: 48.1s remaining: 30.4s 919: total: 48.1s remaining: 30.3s 920: total: 48.2s remaining: 30.3s 921: total: 48.2s remaining: 30.2s 922: total: 48.3s remaining: 30.2s 923: total: 48.3s remaining: 30.1s 924: total: 48.4s remaining: 30.1s 925: total: 48.4s remaining: 30s 926: total: 48.4s remaining: 29.9s 927: total: 48.5s remaining: 29.9s 928: total: 48.5s remaining: 29.8s 929: total: 48.7s remaining: 29.8s 930: total: 48.7s remaining: 29.8s 931: total: 48.8s remaining: 29.7s 932: total: 48.8s remaining: 29.7s 933: total: 48.9s remaining: 29.6s 934: total: 48.9s remaining: 29.5s 935: total: 49s remaining: 29.5s 936: total: 49s remaining: 29.4s 937: total: 49s remaining: 29.4s 938: total: 49.1s remaining: 29.3s 939: total: 49.1s remaining: 29.3s 940: total: 49.2s remaining: 29.2s 941: total: 49.2s remaining: 29.2s 942: total: 49.3s remaining: 29.1s 943: total: 49.4s remaining: 29.1s 944: total: 49.4s remaining: 29s 945: total: 49.4s remaining: 29s 946: total: 49.5s remaining: 28.9s 947: total: 49.5s remaining: 28.8s 948: total: 49.6s remaining: 28.8s 949: total: 49.6s remaining: 28.7s 950: total: 49.6s remaining: 28.7s 951: total: 49.7s remaining: 28.6s 952: total: 49.7s remaining: 28.5s 953: total: 49.8s remaining: 28.5s 954: total: 49.8s remaining: 28.4s 955: total: 49.9s remaining: 28.4s 956: total: 49.9s remaining: 28.3s 957: total: 50s remaining: 28.3s 958: total: 50s remaining: 28.2s 959: total: 50.1s remaining: 28.2s 960: total: 50.1s remaining: 28.1s 961: total: 50.2s remaining: 28.1s 962: total: 50.2s remaining: 28s 963: total: 50.3s remaining: 28s 964: total: 50.3s remaining: 27.9s 965: total: 50.4s remaining: 27.9s 966: total: 50.4s remaining: 27.8s 967: total: 50.5s remaining: 27.7s 968: total: 50.5s remaining: 27.7s 969: total: 50.6s remaining: 27.6s 970: total: 50.6s remaining: 27.6s 971: total: 50.7s remaining: 27.5s 972: total: 50.8s remaining: 27.5s 973: total: 50.8s remaining: 27.4s 974: total: 50.9s remaining: 27.4s 975: total: 50.9s remaining: 27.3s 976: total: 51s remaining: 27.3s 977: total: 51s remaining: 27.2s 978: total: 51.1s remaining: 27.2s 979: total: 51.1s remaining: 27.1s 980: total: 51.2s remaining: 27.1s 981: total: 51.2s remaining: 27s 982: total: 51.3s remaining: 27s 983: total: 51.3s remaining: 26.9s 984: total: 51.4s remaining: 26.9s 985: total: 51.4s remaining: 26.8s 986: total: 51.5s remaining: 26.8s 987: total: 51.5s remaining: 26.7s 988: total: 51.6s remaining: 26.7s 989: total: 51.6s remaining: 26.6s 990: total: 51.7s remaining: 26.6s 991: total: 51.8s remaining: 26.5s 992: total: 51.8s remaining: 26.4s 993: total: 51.9s remaining: 26.4s 994: total: 51.9s remaining: 26.3s 995: total: 51.9s remaining: 26.3s 996: total: 52s remaining: 26.2s 997: total: 52s remaining: 26.2s 998: total: 52.1s remaining: 26.1s 999: total: 52.1s remaining: 26.1s 1000: total: 52.2s remaining: 26s 1001: total: 52.2s remaining: 26s 1002: total: 52.3s remaining: 25.9s 1003: total: 52.3s remaining: 25.9s 1004: total: 52.4s remaining: 25.8s 1005: total: 52.4s remaining: 25.7s 1006: total: 52.5s remaining: 25.7s 1007: total: 52.5s remaining: 25.6s 1008: total: 52.5s remaining: 25.6s 1009: total: 52.6s remaining: 25.5s 1010: total: 52.6s remaining: 25.5s 1011: total: 52.7s remaining: 25.4s 1012: total: 52.7s remaining: 25.4s 1013: total: 52.8s remaining: 25.3s 1014: total: 52.8s remaining: 25.2s 1015: total: 52.9s remaining: 25.2s 1016: total: 52.9s remaining: 25.1s 1017: total: 53s remaining: 25.1s 1018: total: 53.1s remaining: 25s 1019: total: 53.1s remaining: 25s 1020: total: 53.2s remaining: 24.9s 1021: total: 53.2s remaining: 24.9s 1022: total: 53.3s remaining: 24.8s 1023: total: 53.3s remaining: 24.8s 1024: total: 53.4s remaining: 24.7s 1025: total: 53.4s remaining: 24.7s 1026: total: 53.5s remaining: 24.6s 1027: total: 53.5s remaining: 24.6s 1028: total: 53.6s remaining: 24.5s 1029: total: 53.6s remaining: 24.5s 1030: total: 53.7s remaining: 24.4s 1031: total: 53.7s remaining: 24.4s 1032: total: 53.8s remaining: 24.3s 1033: total: 53.8s remaining: 24.3s 1034: total: 53.8s remaining: 24.2s 1035: total: 53.9s remaining: 24.1s 1036: total: 54s remaining: 24.1s 1037: total: 54s remaining: 24s 1038: total: 54.1s remaining: 24s 1039: total: 54.1s remaining: 23.9s 1040: total: 54.2s remaining: 23.9s 1041: total: 54.2s remaining: 23.8s 1042: total: 54.3s remaining: 23.8s 1043: total: 54.3s remaining: 23.7s 1044: total: 54.4s remaining: 23.7s 1045: total: 54.4s remaining: 23.6s 1046: total: 54.5s remaining: 23.6s 1047: total: 54.5s remaining: 23.5s 1048: total: 54.5s remaining: 23.4s 1049: total: 54.6s remaining: 23.4s 1050: total: 54.6s remaining: 23.3s 1051: total: 54.7s remaining: 23.3s 1052: total: 54.7s remaining: 23.2s 1053: total: 54.8s remaining: 23.2s 1054: total: 54.8s remaining: 23.1s 1055: total: 54.9s remaining: 23.1s 1056: total: 54.9s remaining: 23s 1057: total: 55s remaining: 23s 1058: total: 55s remaining: 22.9s 1059: total: 55.1s remaining: 22.9s 1060: total: 55.1s remaining: 22.8s 1061: total: 55.2s remaining: 22.8s 1062: total: 55.2s remaining: 22.7s 1063: total: 55.3s remaining: 22.7s 1064: total: 55.3s remaining: 22.6s 1065: total: 55.4s remaining: 22.6s 1066: total: 55.5s remaining: 22.5s 1067: total: 55.5s remaining: 22.5s 1068: total: 55.6s remaining: 22.4s 1069: total: 55.7s remaining: 22.4s 1070: total: 55.8s remaining: 22.3s 1071: total: 55.8s remaining: 22.3s 1072: total: 55.9s remaining: 22.2s 1073: total: 56s remaining: 22.2s 1074: total: 56s remaining: 22.2s 1075: total: 56.1s remaining: 22.1s 1076: total: 56.2s remaining: 22.1s 1077: total: 56.3s remaining: 22s 1078: total: 56.3s remaining: 22s 1079: total: 56.4s remaining: 21.9s 1080: total: 56.4s remaining: 21.9s 1081: total: 56.5s remaining: 21.8s 1082: total: 56.5s remaining: 21.8s 1083: total: 56.5s remaining: 21.7s 1084: total: 56.6s remaining: 21.6s 1085: total: 56.7s remaining: 21.6s 1086: total: 56.7s remaining: 21.5s 1087: total: 56.8s remaining: 21.5s 1088: total: 56.8s remaining: 21.4s 1089: total: 56.9s remaining: 21.4s 1090: total: 56.9s remaining: 21.3s 1091: total: 57s remaining: 21.3s 1092: total: 57s remaining: 21.2s 1093: total: 57.1s remaining: 21.2s 1094: total: 57.2s remaining: 21.1s 1095: total: 57.2s remaining: 21.1s 1096: total: 57.2s remaining: 21s 1097: total: 57.3s remaining: 21s 1098: total: 57.3s remaining: 20.9s 1099: total: 57.4s remaining: 20.9s 1100: total: 57.4s remaining: 20.8s 1101: total: 57.6s remaining: 20.8s 1102: total: 57.7s remaining: 20.8s 1103: total: 57.8s remaining: 20.7s 1104: total: 57.8s remaining: 20.7s 1105: total: 57.9s remaining: 20.6s 1106: total: 58s remaining: 20.6s 1107: total: 58.1s remaining: 20.5s 1108: total: 58.1s remaining: 20.5s 1109: total: 58.2s remaining: 20.4s 1110: total: 58.3s remaining: 20.4s 1111: total: 58.3s remaining: 20.3s 1112: total: 58.4s remaining: 20.3s 1113: total: 58.4s remaining: 20.2s 1114: total: 58.5s remaining: 20.2s 1115: total: 58.5s remaining: 20.1s 1116: total: 58.6s remaining: 20.1s 1117: total: 58.7s remaining: 20.1s 1118: total: 58.8s remaining: 20s 1119: total: 58.8s remaining: 20s 1120: total: 58.9s remaining: 19.9s 1121: total: 59s remaining: 19.9s 1122: total: 59s remaining: 19.8s 1123: total: 59.1s remaining: 19.8s 1124: total: 59.1s remaining: 19.7s 1125: total: 59.2s remaining: 19.7s 1126: total: 59.3s remaining: 19.6s 1127: total: 59.3s remaining: 19.6s 1128: total: 59.4s remaining: 19.5s 1129: total: 59.4s remaining: 19.5s 1130: total: 59.5s remaining: 19.4s 1131: total: 59.5s remaining: 19.3s 1132: total: 59.6s remaining: 19.3s 1133: total: 59.6s remaining: 19.2s 1134: total: 59.7s remaining: 19.2s 1135: total: 59.7s remaining: 19.1s 1136: total: 59.8s remaining: 19.1s 1137: total: 59.8s remaining: 19s 1138: total: 59.9s remaining: 19s 1139: total: 59.9s remaining: 18.9s 1140: total: 60s remaining: 18.9s 1141: total: 1m remaining: 18.8s 1142: total: 1m remaining: 18.8s 1143: total: 1m remaining: 18.7s 1144: total: 1m remaining: 18.7s 1145: total: 1m remaining: 18.6s 1146: total: 1m remaining: 18.6s 1147: total: 1m remaining: 18.5s 1148: total: 1m remaining: 18.5s 1149: total: 1m remaining: 18.4s 1150: total: 1m remaining: 18.4s 1151: total: 1m remaining: 18.3s 1152: total: 1m remaining: 18.3s 1153: total: 1m remaining: 18.2s 1154: total: 1m remaining: 18.2s 1155: total: 1m remaining: 18.1s 1156: total: 1m remaining: 18.1s 1157: total: 1m remaining: 18s 1158: total: 1m remaining: 17.9s 1159: total: 1m 1s remaining: 17.9s 1160: total: 1m 1s remaining: 17.8s 1161: total: 1m 1s remaining: 17.8s 1162: total: 1m 1s remaining: 17.7s 1163: total: 1m 1s remaining: 17.7s 1164: total: 1m 1s remaining: 17.6s 1165: total: 1m 1s remaining: 17.6s 1166: total: 1m 1s remaining: 17.5s 1167: total: 1m 1s remaining: 17.5s 1168: total: 1m 1s remaining: 17.4s 1169: total: 1m 1s remaining: 17.4s 1170: total: 1m 1s remaining: 17.3s 1171: total: 1m 1s remaining: 17.3s 1172: total: 1m 1s remaining: 17.2s 1173: total: 1m 1s remaining: 17.2s 1174: total: 1m 1s remaining: 17.1s 1175: total: 1m 1s remaining: 17s 1176: total: 1m 1s remaining: 17s 1177: total: 1m 1s remaining: 16.9s 1178: total: 1m 1s remaining: 16.9s 1179: total: 1m 2s remaining: 16.8s 1180: total: 1m 2s remaining: 16.8s 1181: total: 1m 2s remaining: 16.7s 1182: total: 1m 2s remaining: 16.7s 1183: total: 1m 2s remaining: 16.6s 1184: total: 1m 2s remaining: 16.6s 1185: total: 1m 2s remaining: 16.5s 1186: total: 1m 2s remaining: 16.4s 1187: total: 1m 2s remaining: 16.4s 1188: total: 1m 2s remaining: 16.3s 1189: total: 1m 2s remaining: 16.3s 1190: total: 1m 2s remaining: 16.2s 1191: total: 1m 2s remaining: 16.2s 1192: total: 1m 2s remaining: 16.1s 1193: total: 1m 2s remaining: 16.1s 1194: total: 1m 2s remaining: 16s 1195: total: 1m 2s remaining: 16s 1196: total: 1m 2s remaining: 15.9s 1197: total: 1m 2s remaining: 15.8s 1198: total: 1m 2s remaining: 15.8s 1199: total: 1m 2s remaining: 15.7s 1200: total: 1m 2s remaining: 15.7s 1201: total: 1m 3s remaining: 15.6s 1202: total: 1m 3s remaining: 15.6s 1203: total: 1m 3s remaining: 15.5s 1204: total: 1m 3s remaining: 15.5s 1205: total: 1m 3s remaining: 15.4s 1206: total: 1m 3s remaining: 15.4s 1207: total: 1m 3s remaining: 15.3s 1208: total: 1m 3s remaining: 15.2s 1209: total: 1m 3s remaining: 15.2s 1210: total: 1m 3s remaining: 15.1s 1211: total: 1m 3s remaining: 15.1s 1212: total: 1m 3s remaining: 15s 1213: total: 1m 3s remaining: 15s 1214: total: 1m 3s remaining: 14.9s 1215: total: 1m 3s remaining: 14.9s 1216: total: 1m 3s remaining: 14.8s 1217: total: 1m 3s remaining: 14.8s 1218: total: 1m 3s remaining: 14.7s 1219: total: 1m 3s remaining: 14.7s 1220: total: 1m 3s remaining: 14.6s 1221: total: 1m 4s remaining: 14.6s 1222: total: 1m 4s remaining: 14.5s 1223: total: 1m 4s remaining: 14.5s 1224: total: 1m 4s remaining: 14.4s 1225: total: 1m 4s remaining: 14.4s 1226: total: 1m 4s remaining: 14.3s 1227: total: 1m 4s remaining: 14.2s 1228: total: 1m 4s remaining: 14.2s 1229: total: 1m 4s remaining: 14.1s 1230: total: 1m 4s remaining: 14.1s 1231: total: 1m 4s remaining: 14s 1232: total: 1m 4s remaining: 14s 1233: total: 1m 4s remaining: 13.9s 1234: total: 1m 4s remaining: 13.9s 1235: total: 1m 4s remaining: 13.8s 1236: total: 1m 4s remaining: 13.8s 1237: total: 1m 4s remaining: 13.7s 1238: total: 1m 4s remaining: 13.7s 1239: total: 1m 4s remaining: 13.6s 1240: total: 1m 4s remaining: 13.6s 1241: total: 1m 4s remaining: 13.5s 1242: total: 1m 5s remaining: 13.4s 1243: total: 1m 5s remaining: 13.4s 1244: total: 1m 5s remaining: 13.3s 1245: total: 1m 5s remaining: 13.3s 1246: total: 1m 5s remaining: 13.2s 1247: total: 1m 5s remaining: 13.2s 1248: total: 1m 5s remaining: 13.1s 1249: total: 1m 5s remaining: 13.1s 1250: total: 1m 5s remaining: 13s 1251: total: 1m 5s remaining: 13s 1252: total: 1m 5s remaining: 12.9s 1253: total: 1m 5s remaining: 12.9s 1254: total: 1m 5s remaining: 12.8s 1255: total: 1m 5s remaining: 12.8s 1256: total: 1m 5s remaining: 12.7s 1257: total: 1m 5s remaining: 12.7s 1258: total: 1m 5s remaining: 12.6s 1259: total: 1m 5s remaining: 12.6s 1260: total: 1m 6s remaining: 12.5s 1261: total: 1m 6s remaining: 12.5s 1262: total: 1m 6s remaining: 12.4s 1263: total: 1m 6s remaining: 12.4s 1264: total: 1m 6s remaining: 12.3s 1265: total: 1m 6s remaining: 12.3s 1266: total: 1m 6s remaining: 12.2s 1267: total: 1m 6s remaining: 12.2s 1268: total: 1m 6s remaining: 12.2s 1269: total: 1m 6s remaining: 12.1s 1270: total: 1m 6s remaining: 12.1s 1271: total: 1m 7s remaining: 12s 1272: total: 1m 7s remaining: 12s 1273: total: 1m 7s remaining: 11.9s 1274: total: 1m 7s remaining: 11.9s 1275: total: 1m 7s remaining: 11.8s 1276: total: 1m 7s remaining: 11.8s 1277: total: 1m 7s remaining: 11.7s 1278: total: 1m 7s remaining: 11.6s 1279: total: 1m 7s remaining: 11.6s 1280: total: 1m 7s remaining: 11.5s 1281: total: 1m 7s remaining: 11.5s 1282: total: 1m 7s remaining: 11.4s 1283: total: 1m 7s remaining: 11.4s 1284: total: 1m 7s remaining: 11.3s 1285: total: 1m 7s remaining: 11.3s 1286: total: 1m 7s remaining: 11.2s 1287: total: 1m 7s remaining: 11.2s 1288: total: 1m 7s remaining: 11.1s 1289: total: 1m 7s remaining: 11.1s 1290: total: 1m 8s remaining: 11s 1291: total: 1m 8s remaining: 11s 1292: total: 1m 8s remaining: 10.9s 1293: total: 1m 8s remaining: 10.8s 1294: total: 1m 8s remaining: 10.8s 1295: total: 1m 8s remaining: 10.7s 1296: total: 1m 8s remaining: 10.7s 1297: total: 1m 8s remaining: 10.6s 1298: total: 1m 8s remaining: 10.6s 1299: total: 1m 8s remaining: 10.5s 1300: total: 1m 8s remaining: 10.5s 1301: total: 1m 8s remaining: 10.4s 1302: total: 1m 8s remaining: 10.4s 1303: total: 1m 8s remaining: 10.3s 1304: total: 1m 8s remaining: 10.3s 1305: total: 1m 8s remaining: 10.2s 1306: total: 1m 8s remaining: 10.2s 1307: total: 1m 8s remaining: 10.1s 1308: total: 1m 8s remaining: 10s 1309: total: 1m 8s remaining: 9.99s 1310: total: 1m 8s remaining: 9.94s 1311: total: 1m 8s remaining: 9.88s 1312: total: 1m 9s remaining: 9.83s 1313: total: 1m 9s remaining: 9.78s 1314: total: 1m 9s remaining: 9.73s 1315: total: 1m 9s remaining: 9.67s 1316: total: 1m 9s remaining: 9.62s 1317: total: 1m 9s remaining: 9.57s 1318: total: 1m 9s remaining: 9.51s 1319: total: 1m 9s remaining: 9.46s 1320: total: 1m 9s remaining: 9.41s 1321: total: 1m 9s remaining: 9.35s 1322: total: 1m 9s remaining: 9.3s 1323: total: 1m 9s remaining: 9.24s 1324: total: 1m 9s remaining: 9.19s 1325: total: 1m 9s remaining: 9.14s 1326: total: 1m 9s remaining: 9.08s 1327: total: 1m 9s remaining: 9.03s 1328: total: 1m 9s remaining: 8.98s 1329: total: 1m 9s remaining: 8.93s 1330: total: 1m 9s remaining: 8.87s 1331: total: 1m 9s remaining: 8.82s 1332: total: 1m 9s remaining: 8.77s 1333: total: 1m 10s remaining: 8.71s 1334: total: 1m 10s remaining: 8.66s 1335: total: 1m 10s remaining: 8.61s 1336: total: 1m 10s remaining: 8.56s 1337: total: 1m 10s remaining: 8.5s 1338: total: 1m 10s remaining: 8.45s 1339: total: 1m 10s remaining: 8.4s 1340: total: 1m 10s remaining: 8.34s 1341: total: 1m 10s remaining: 8.29s 1342: total: 1m 10s remaining: 8.24s 1343: total: 1m 10s remaining: 8.18s 1344: total: 1m 10s remaining: 8.13s 1345: total: 1m 10s remaining: 8.08s 1346: total: 1m 10s remaining: 8.03s 1347: total: 1m 10s remaining: 7.97s 1348: total: 1m 10s remaining: 7.92s 1349: total: 1m 10s remaining: 7.88s 1350: total: 1m 10s remaining: 7.82s 1351: total: 1m 10s remaining: 7.77s 1352: total: 1m 11s remaining: 7.72s 1353: total: 1m 11s remaining: 7.66s 1354: total: 1m 11s remaining: 7.61s 1355: total: 1m 11s remaining: 7.56s 1356: total: 1m 11s remaining: 7.51s 1357: total: 1m 11s remaining: 7.46s 1358: total: 1m 11s remaining: 7.41s 1359: total: 1m 11s remaining: 7.36s 1360: total: 1m 11s remaining: 7.31s 1361: total: 1m 11s remaining: 7.26s 1362: total: 1m 11s remaining: 7.2s 1363: total: 1m 11s remaining: 7.15s 1364: total: 1m 11s remaining: 7.1s 1365: total: 1m 11s remaining: 7.05s 1366: total: 1m 11s remaining: 7s 1367: total: 1m 11s remaining: 6.94s 1368: total: 1m 12s remaining: 6.89s 1369: total: 1m 12s remaining: 6.84s 1370: total: 1m 12s remaining: 6.79s 1371: total: 1m 12s remaining: 6.74s 1372: total: 1m 12s remaining: 6.68s 1373: total: 1m 12s remaining: 6.63s 1374: total: 1m 12s remaining: 6.58s 1375: total: 1m 12s remaining: 6.53s 1376: total: 1m 12s remaining: 6.47s 1377: total: 1m 12s remaining: 6.42s 1378: total: 1m 12s remaining: 6.37s 1379: total: 1m 12s remaining: 6.32s 1380: total: 1m 12s remaining: 6.26s 1381: total: 1m 12s remaining: 6.21s 1382: total: 1m 12s remaining: 6.16s 1383: total: 1m 12s remaining: 6.11s 1384: total: 1m 12s remaining: 6.05s 1385: total: 1m 12s remaining: 6s 1386: total: 1m 12s remaining: 5.95s 1387: total: 1m 13s remaining: 5.89s 1388: total: 1m 13s remaining: 5.84s 1389: total: 1m 13s remaining: 5.79s 1390: total: 1m 13s remaining: 5.73s 1391: total: 1m 13s remaining: 5.69s 1392: total: 1m 13s remaining: 5.63s 1393: total: 1m 13s remaining: 5.58s 1394: total: 1m 13s remaining: 5.53s 1395: total: 1m 13s remaining: 5.48s 1396: total: 1m 13s remaining: 5.43s 1397: total: 1m 13s remaining: 5.37s 1398: total: 1m 13s remaining: 5.32s 1399: total: 1m 13s remaining: 5.27s 1400: total: 1m 13s remaining: 5.22s 1401: total: 1m 13s remaining: 5.17s 1402: total: 1m 14s remaining: 5.12s 1403: total: 1m 14s remaining: 5.07s 1404: total: 1m 14s remaining: 5.02s 1405: total: 1m 14s remaining: 4.97s 1406: total: 1m 14s remaining: 4.92s 1407: total: 1m 14s remaining: 4.86s 1408: total: 1m 14s remaining: 4.81s 1409: total: 1m 14s remaining: 4.76s 1410: total: 1m 14s remaining: 4.71s 1411: total: 1m 14s remaining: 4.65s 1412: total: 1m 14s remaining: 4.6s 1413: total: 1m 14s remaining: 4.55s 1414: total: 1m 14s remaining: 4.5s 1415: total: 1m 14s remaining: 4.44s 1416: total: 1m 14s remaining: 4.39s 1417: total: 1m 15s remaining: 4.34s 1418: total: 1m 15s remaining: 4.29s 1419: total: 1m 15s remaining: 4.24s 1420: total: 1m 15s remaining: 4.19s 1421: total: 1m 15s remaining: 4.14s 1422: total: 1m 15s remaining: 4.08s 1423: total: 1m 15s remaining: 4.03s 1424: total: 1m 15s remaining: 3.98s 1425: total: 1m 15s remaining: 3.92s 1426: total: 1m 15s remaining: 3.87s 1427: total: 1m 15s remaining: 3.82s 1428: total: 1m 15s remaining: 3.77s 1429: total: 1m 15s remaining: 3.72s 1430: total: 1m 16s remaining: 3.67s 1431: total: 1m 16s remaining: 3.61s 1432: total: 1m 16s remaining: 3.56s 1433: total: 1m 16s remaining: 3.51s 1434: total: 1m 16s remaining: 3.45s 1435: total: 1m 16s remaining: 3.4s 1436: total: 1m 16s remaining: 3.35s 1437: total: 1m 16s remaining: 3.29s 1438: total: 1m 16s remaining: 3.24s 1439: total: 1m 16s remaining: 3.19s 1440: total: 1m 16s remaining: 3.13s 1441: total: 1m 16s remaining: 3.08s 1442: total: 1m 16s remaining: 3.03s 1443: total: 1m 16s remaining: 2.97s 1444: total: 1m 16s remaining: 2.92s 1445: total: 1m 16s remaining: 2.87s 1446: total: 1m 16s remaining: 2.81s 1447: total: 1m 16s remaining: 2.76s 1448: total: 1m 16s remaining: 2.71s 1449: total: 1m 17s remaining: 2.65s 1450: total: 1m 17s remaining: 2.6s 1451: total: 1m 17s remaining: 2.55s 1452: total: 1m 17s remaining: 2.5s 1453: total: 1m 17s remaining: 2.44s 1454: total: 1m 17s remaining: 2.39s 1455: total: 1m 17s remaining: 2.33s 1456: total: 1m 17s remaining: 2.28s 1457: total: 1m 17s remaining: 2.23s 1458: total: 1m 17s remaining: 2.17s 1459: total: 1m 17s remaining: 2.12s 1460: total: 1m 17s remaining: 2.07s 1461: total: 1m 17s remaining: 2.02s 1462: total: 1m 17s remaining: 1.96s 1463: total: 1m 17s remaining: 1.91s 1464: total: 1m 17s remaining: 1.86s 1465: total: 1m 17s remaining: 1.8s 1466: total: 1m 17s remaining: 1.75s 1467: total: 1m 17s remaining: 1.7s 1468: total: 1m 18s remaining: 1.65s 1469: total: 1m 18s remaining: 1.59s 1470: total: 1m 18s remaining: 1.54s 1471: total: 1m 18s remaining: 1.49s 1472: total: 1m 18s remaining: 1.43s 1473: total: 1m 18s remaining: 1.38s 1474: total: 1m 18s remaining: 1.33s 1475: total: 1m 18s remaining: 1.27s 1476: total: 1m 18s remaining: 1.22s 1477: total: 1m 18s remaining: 1.17s 1478: total: 1m 18s remaining: 1.11s 1479: total: 1m 18s remaining: 1.06s 1480: total: 1m 18s remaining: 1.01s 1481: total: 1m 18s remaining: 954ms 1482: total: 1m 18s remaining: 901ms 1483: total: 1m 18s remaining: 848ms 1484: total: 1m 18s remaining: 795ms 1485: total: 1m 18s remaining: 742ms 1486: total: 1m 18s remaining: 689ms 1487: total: 1m 18s remaining: 636ms 1488: total: 1m 18s remaining: 583ms 1489: total: 1m 18s remaining: 530ms 1490: total: 1m 18s remaining: 477ms 1491: total: 1m 19s remaining: 424ms 1492: total: 1m 19s remaining: 371ms 1493: total: 1m 19s remaining: 318ms 1494: total: 1m 19s remaining: 265ms 1495: total: 1m 19s remaining: 212ms 1496: total: 1m 19s remaining: 159ms 1497: total: 1m 19s remaining: 106ms 1498: total: 1m 19s remaining: 52.9ms 1499: total: 1m 19s remaining: 0us Learning rate set to 0.021203 0: total: 52.6ms remaining: 1m 18s 1: total: 106ms remaining: 1m 19s 2: total: 162ms remaining: 1m 20s
Default metric period is 5 because AUC is/are not implemented for GPU
3: total: 211ms remaining: 1m 18s 4: total: 264ms remaining: 1m 19s 5: total: 319ms remaining: 1m 19s 6: total: 370ms remaining: 1m 18s 7: total: 426ms remaining: 1m 19s 8: total: 483ms remaining: 1m 19s 9: total: 539ms remaining: 1m 20s 10: total: 605ms remaining: 1m 21s 11: total: 659ms remaining: 1m 21s 12: total: 718ms remaining: 1m 22s 13: total: 785ms remaining: 1m 23s 14: total: 847ms remaining: 1m 23s 15: total: 901ms remaining: 1m 23s 16: total: 955ms remaining: 1m 23s 17: total: 1.01s remaining: 1m 23s 18: total: 1.07s remaining: 1m 23s 19: total: 1.13s remaining: 1m 23s 20: total: 1.18s remaining: 1m 23s 21: total: 1.23s remaining: 1m 22s 22: total: 1.29s remaining: 1m 22s 23: total: 1.35s remaining: 1m 22s 24: total: 1.41s remaining: 1m 23s 25: total: 1.46s remaining: 1m 22s 26: total: 1.52s remaining: 1m 22s 27: total: 1.57s remaining: 1m 22s 28: total: 1.62s remaining: 1m 22s 29: total: 1.68s remaining: 1m 22s 30: total: 1.73s remaining: 1m 22s 31: total: 1.79s remaining: 1m 21s 32: total: 1.85s remaining: 1m 22s 33: total: 1.92s remaining: 1m 22s 34: total: 1.97s remaining: 1m 22s 35: total: 2.03s remaining: 1m 22s 36: total: 2.08s remaining: 1m 22s 37: total: 2.14s remaining: 1m 22s 38: total: 2.18s remaining: 1m 21s 39: total: 2.23s remaining: 1m 21s 40: total: 2.29s remaining: 1m 21s 41: total: 2.34s remaining: 1m 21s 42: total: 2.4s remaining: 1m 21s 43: total: 2.45s remaining: 1m 21s 44: total: 2.5s remaining: 1m 20s 45: total: 2.55s remaining: 1m 20s 46: total: 2.66s remaining: 1m 22s 47: total: 2.74s remaining: 1m 22s 48: total: 2.84s remaining: 1m 24s 49: total: 2.91s remaining: 1m 24s 50: total: 2.96s remaining: 1m 24s 51: total: 3.03s remaining: 1m 24s 52: total: 3.12s remaining: 1m 25s 53: total: 3.21s remaining: 1m 25s 54: total: 3.29s remaining: 1m 26s 55: total: 3.35s remaining: 1m 26s 56: total: 3.41s remaining: 1m 26s 57: total: 3.46s remaining: 1m 25s 58: total: 3.52s remaining: 1m 25s 59: total: 3.57s remaining: 1m 25s 60: total: 3.63s remaining: 1m 25s 61: total: 3.68s remaining: 1m 25s 62: total: 3.73s remaining: 1m 25s 63: total: 3.78s remaining: 1m 24s 64: total: 3.83s remaining: 1m 24s 65: total: 3.89s remaining: 1m 24s 66: total: 3.95s remaining: 1m 24s 67: total: 4s remaining: 1m 24s 68: total: 4.06s remaining: 1m 24s 69: total: 4.11s remaining: 1m 24s 70: total: 4.17s remaining: 1m 23s 71: total: 4.21s remaining: 1m 23s 72: total: 4.27s remaining: 1m 23s 73: total: 4.32s remaining: 1m 23s 74: total: 4.38s remaining: 1m 23s 75: total: 4.44s remaining: 1m 23s 76: total: 4.49s remaining: 1m 23s 77: total: 4.55s remaining: 1m 22s 78: total: 4.61s remaining: 1m 22s 79: total: 4.66s remaining: 1m 22s 80: total: 4.71s remaining: 1m 22s 81: total: 4.77s remaining: 1m 22s 82: total: 4.82s remaining: 1m 22s 83: total: 4.88s remaining: 1m 22s 84: total: 4.93s remaining: 1m 22s 85: total: 5.02s remaining: 1m 22s 86: total: 5.09s remaining: 1m 22s 87: total: 5.15s remaining: 1m 22s 88: total: 5.21s remaining: 1m 22s 89: total: 5.28s remaining: 1m 22s 90: total: 5.34s remaining: 1m 22s 91: total: 5.41s remaining: 1m 22s 92: total: 5.46s remaining: 1m 22s 93: total: 5.51s remaining: 1m 22s 94: total: 5.57s remaining: 1m 22s 95: total: 5.63s remaining: 1m 22s 96: total: 5.69s remaining: 1m 22s 97: total: 5.75s remaining: 1m 22s 98: total: 5.8s remaining: 1m 22s 99: total: 5.86s remaining: 1m 22s 100: total: 5.92s remaining: 1m 21s 101: total: 5.97s remaining: 1m 21s 102: total: 6.02s remaining: 1m 21s 103: total: 6.08s remaining: 1m 21s 104: total: 6.14s remaining: 1m 21s 105: total: 6.19s remaining: 1m 21s 106: total: 6.25s remaining: 1m 21s 107: total: 6.3s remaining: 1m 21s 108: total: 6.36s remaining: 1m 21s 109: total: 6.41s remaining: 1m 21s 110: total: 6.47s remaining: 1m 20s 111: total: 6.52s remaining: 1m 20s 112: total: 6.58s remaining: 1m 20s 113: total: 6.63s remaining: 1m 20s 114: total: 6.68s remaining: 1m 20s 115: total: 6.73s remaining: 1m 20s 116: total: 6.79s remaining: 1m 20s 117: total: 6.84s remaining: 1m 20s 118: total: 6.88s remaining: 1m 19s 119: total: 6.94s remaining: 1m 19s 120: total: 6.99s remaining: 1m 19s 121: total: 7.04s remaining: 1m 19s 122: total: 7.09s remaining: 1m 19s 123: total: 7.14s remaining: 1m 19s 124: total: 7.2s remaining: 1m 19s 125: total: 7.26s remaining: 1m 19s 126: total: 7.32s remaining: 1m 19s 127: total: 7.38s remaining: 1m 19s 128: total: 7.44s remaining: 1m 19s 129: total: 7.5s remaining: 1m 19s 130: total: 7.56s remaining: 1m 19s 131: total: 7.62s remaining: 1m 18s 132: total: 7.67s remaining: 1m 18s 133: total: 7.73s remaining: 1m 18s 134: total: 7.79s remaining: 1m 18s 135: total: 7.85s remaining: 1m 18s 136: total: 7.91s remaining: 1m 18s 137: total: 7.97s remaining: 1m 18s 138: total: 8.04s remaining: 1m 18s 139: total: 8.1s remaining: 1m 18s 140: total: 8.16s remaining: 1m 18s 141: total: 8.22s remaining: 1m 18s 142: total: 8.29s remaining: 1m 18s 143: total: 8.34s remaining: 1m 18s 144: total: 8.39s remaining: 1m 18s 145: total: 8.44s remaining: 1m 18s 146: total: 8.49s remaining: 1m 18s 147: total: 8.54s remaining: 1m 18s 148: total: 8.59s remaining: 1m 17s 149: total: 8.64s remaining: 1m 17s 150: total: 8.69s remaining: 1m 17s 151: total: 8.73s remaining: 1m 17s 152: total: 8.78s remaining: 1m 17s 153: total: 8.83s remaining: 1m 17s 154: total: 8.88s remaining: 1m 17s 155: total: 8.93s remaining: 1m 16s 156: total: 8.98s remaining: 1m 16s 157: total: 9.02s remaining: 1m 16s 158: total: 9.07s remaining: 1m 16s 159: total: 9.12s remaining: 1m 16s 160: total: 9.2s remaining: 1m 16s 161: total: 9.28s remaining: 1m 16s 162: total: 9.32s remaining: 1m 16s 163: total: 9.38s remaining: 1m 16s 164: total: 9.42s remaining: 1m 16s 165: total: 9.47s remaining: 1m 16s 166: total: 9.52s remaining: 1m 16s 167: total: 9.57s remaining: 1m 15s 168: total: 9.62s remaining: 1m 15s 169: total: 9.67s remaining: 1m 15s 170: total: 9.72s remaining: 1m 15s 171: total: 9.77s remaining: 1m 15s 172: total: 9.82s remaining: 1m 15s 173: total: 9.9s remaining: 1m 15s 174: total: 10s remaining: 1m 15s 175: total: 10.1s remaining: 1m 15s 176: total: 10.2s remaining: 1m 16s 177: total: 10.3s remaining: 1m 16s 178: total: 10.3s remaining: 1m 16s 179: total: 10.4s remaining: 1m 16s 180: total: 10.4s remaining: 1m 16s 181: total: 10.5s remaining: 1m 16s 182: total: 10.5s remaining: 1m 15s 183: total: 10.6s remaining: 1m 15s 184: total: 10.6s remaining: 1m 15s 185: total: 10.7s remaining: 1m 15s 186: total: 10.7s remaining: 1m 15s 187: total: 10.8s remaining: 1m 15s 188: total: 10.9s remaining: 1m 15s 189: total: 11s remaining: 1m 15s 190: total: 11s remaining: 1m 15s 191: total: 11.1s remaining: 1m 15s 192: total: 11.1s remaining: 1m 15s 193: total: 11.2s remaining: 1m 15s 194: total: 11.2s remaining: 1m 15s 195: total: 11.3s remaining: 1m 15s 196: total: 11.3s remaining: 1m 14s 197: total: 11.4s remaining: 1m 14s 198: total: 11.4s remaining: 1m 14s 199: total: 11.5s remaining: 1m 14s 200: total: 11.6s remaining: 1m 14s 201: total: 11.6s remaining: 1m 14s 202: total: 11.7s remaining: 1m 14s 203: total: 11.7s remaining: 1m 14s 204: total: 11.8s remaining: 1m 14s 205: total: 11.8s remaining: 1m 14s 206: total: 11.9s remaining: 1m 14s 207: total: 11.9s remaining: 1m 14s 208: total: 12s remaining: 1m 13s 209: total: 12s remaining: 1m 13s 210: total: 12.1s remaining: 1m 13s 211: total: 12.1s remaining: 1m 13s 212: total: 12.2s remaining: 1m 13s 213: total: 12.2s remaining: 1m 13s 214: total: 12.3s remaining: 1m 13s 215: total: 12.3s remaining: 1m 13s 216: total: 12.4s remaining: 1m 13s 217: total: 12.4s remaining: 1m 13s 218: total: 12.5s remaining: 1m 13s 219: total: 12.5s remaining: 1m 12s 220: total: 12.6s remaining: 1m 12s 221: total: 12.6s remaining: 1m 12s 222: total: 12.7s remaining: 1m 12s 223: total: 12.7s remaining: 1m 12s 224: total: 12.8s remaining: 1m 12s 225: total: 12.8s remaining: 1m 12s 226: total: 12.9s remaining: 1m 12s 227: total: 12.9s remaining: 1m 12s 228: total: 13s remaining: 1m 12s 229: total: 13s remaining: 1m 11s 230: total: 13.1s remaining: 1m 11s 231: total: 13.1s remaining: 1m 11s 232: total: 13.2s remaining: 1m 11s 233: total: 13.2s remaining: 1m 11s 234: total: 13.3s remaining: 1m 11s 235: total: 13.3s remaining: 1m 11s 236: total: 13.4s remaining: 1m 11s 237: total: 13.5s remaining: 1m 11s 238: total: 13.5s remaining: 1m 11s 239: total: 13.6s remaining: 1m 11s 240: total: 13.6s remaining: 1m 11s 241: total: 13.7s remaining: 1m 11s 242: total: 13.7s remaining: 1m 11s 243: total: 13.8s remaining: 1m 10s 244: total: 13.8s remaining: 1m 10s 245: total: 13.9s remaining: 1m 11s 246: total: 14s remaining: 1m 11s 247: total: 14.1s remaining: 1m 11s 248: total: 14.1s remaining: 1m 10s 249: total: 14.2s remaining: 1m 10s 250: total: 14.2s remaining: 1m 10s 251: total: 14.3s remaining: 1m 10s 252: total: 14.3s remaining: 1m 10s 253: total: 14.4s remaining: 1m 10s 254: total: 14.4s remaining: 1m 10s 255: total: 14.5s remaining: 1m 10s 256: total: 14.5s remaining: 1m 10s 257: total: 14.6s remaining: 1m 10s 258: total: 14.6s remaining: 1m 10s 259: total: 14.7s remaining: 1m 9s 260: total: 14.7s remaining: 1m 9s 261: total: 14.8s remaining: 1m 10s 262: total: 14.9s remaining: 1m 10s 263: total: 14.9s remaining: 1m 9s 264: total: 15s remaining: 1m 9s 265: total: 15s remaining: 1m 9s 266: total: 15.1s remaining: 1m 9s 267: total: 15.1s remaining: 1m 9s 268: total: 15.2s remaining: 1m 9s 269: total: 15.2s remaining: 1m 9s 270: total: 15.3s remaining: 1m 9s 271: total: 15.3s remaining: 1m 9s 272: total: 15.4s remaining: 1m 9s 273: total: 15.4s remaining: 1m 9s 274: total: 15.5s remaining: 1m 8s 275: total: 15.5s remaining: 1m 8s 276: total: 15.6s remaining: 1m 8s 277: total: 15.6s remaining: 1m 8s 278: total: 15.7s remaining: 1m 8s 279: total: 15.7s remaining: 1m 8s 280: total: 15.8s remaining: 1m 8s 281: total: 15.8s remaining: 1m 8s 282: total: 15.9s remaining: 1m 8s 283: total: 15.9s remaining: 1m 8s 284: total: 16s remaining: 1m 8s 285: total: 16.1s remaining: 1m 8s 286: total: 16.2s remaining: 1m 8s 287: total: 16.2s remaining: 1m 8s 288: total: 16.3s remaining: 1m 8s 289: total: 16.3s remaining: 1m 8s 290: total: 16.4s remaining: 1m 8s 291: total: 16.4s remaining: 1m 8s 292: total: 16.5s remaining: 1m 7s 293: total: 16.5s remaining: 1m 7s 294: total: 16.6s remaining: 1m 7s 295: total: 16.7s remaining: 1m 7s 296: total: 16.7s remaining: 1m 7s 297: total: 16.8s remaining: 1m 7s 298: total: 16.9s remaining: 1m 7s 299: total: 17s remaining: 1m 8s 300: total: 17.1s remaining: 1m 8s 301: total: 17.2s remaining: 1m 8s 302: total: 17.2s remaining: 1m 8s 303: total: 17.3s remaining: 1m 8s 304: total: 17.4s remaining: 1m 8s 305: total: 17.5s remaining: 1m 8s 306: total: 17.6s remaining: 1m 8s 307: total: 17.6s remaining: 1m 8s 308: total: 17.7s remaining: 1m 8s 309: total: 17.7s remaining: 1m 8s 310: total: 17.8s remaining: 1m 7s 311: total: 17.8s remaining: 1m 7s 312: total: 17.9s remaining: 1m 7s 313: total: 18s remaining: 1m 8s 314: total: 18.1s remaining: 1m 8s 315: total: 18.2s remaining: 1m 8s 316: total: 18.3s remaining: 1m 8s 317: total: 18.4s remaining: 1m 8s 318: total: 18.4s remaining: 1m 8s 319: total: 18.5s remaining: 1m 8s 320: total: 18.5s remaining: 1m 8s 321: total: 18.6s remaining: 1m 7s 322: total: 18.6s remaining: 1m 7s 323: total: 18.7s remaining: 1m 7s 324: total: 18.7s remaining: 1m 7s 325: total: 18.8s remaining: 1m 7s 326: total: 18.8s remaining: 1m 7s 327: total: 18.9s remaining: 1m 7s 328: total: 18.9s remaining: 1m 7s 329: total: 19s remaining: 1m 7s 330: total: 19.1s remaining: 1m 7s 331: total: 19.1s remaining: 1m 7s 332: total: 19.2s remaining: 1m 7s 333: total: 19.2s remaining: 1m 7s 334: total: 19.3s remaining: 1m 7s 335: total: 19.3s remaining: 1m 7s 336: total: 19.4s remaining: 1m 6s 337: total: 19.4s remaining: 1m 6s 338: total: 19.5s remaining: 1m 6s 339: total: 19.6s remaining: 1m 6s 340: total: 19.7s remaining: 1m 6s 341: total: 19.8s remaining: 1m 6s 342: total: 19.8s remaining: 1m 6s 343: total: 19.9s remaining: 1m 6s 344: total: 20s remaining: 1m 6s 345: total: 20s remaining: 1m 6s 346: total: 20.1s remaining: 1m 6s 347: total: 20.1s remaining: 1m 6s 348: total: 20.2s remaining: 1m 6s 349: total: 20.2s remaining: 1m 6s 350: total: 20.3s remaining: 1m 6s 351: total: 20.3s remaining: 1m 6s 352: total: 20.4s remaining: 1m 6s 353: total: 20.4s remaining: 1m 6s 354: total: 20.5s remaining: 1m 6s 355: total: 20.5s remaining: 1m 6s 356: total: 20.6s remaining: 1m 5s 357: total: 20.7s remaining: 1m 5s 358: total: 20.7s remaining: 1m 5s 359: total: 20.8s remaining: 1m 5s 360: total: 20.8s remaining: 1m 5s 361: total: 20.9s remaining: 1m 5s 362: total: 20.9s remaining: 1m 5s 363: total: 21s remaining: 1m 5s 364: total: 21s remaining: 1m 5s 365: total: 21.1s remaining: 1m 5s 366: total: 21.2s remaining: 1m 5s 367: total: 21.3s remaining: 1m 5s 368: total: 21.3s remaining: 1m 5s 369: total: 21.4s remaining: 1m 5s 370: total: 21.4s remaining: 1m 5s 371: total: 21.5s remaining: 1m 5s 372: total: 21.6s remaining: 1m 5s 373: total: 21.7s remaining: 1m 5s 374: total: 21.8s remaining: 1m 5s 375: total: 21.9s remaining: 1m 5s 376: total: 22s remaining: 1m 5s 377: total: 22.1s remaining: 1m 5s 378: total: 22.2s remaining: 1m 5s 379: total: 22.3s remaining: 1m 5s 380: total: 22.3s remaining: 1m 5s 381: total: 22.4s remaining: 1m 5s 382: total: 22.4s remaining: 1m 5s 383: total: 22.5s remaining: 1m 5s 384: total: 22.5s remaining: 1m 5s 385: total: 22.6s remaining: 1m 5s 386: total: 22.6s remaining: 1m 5s 387: total: 22.7s remaining: 1m 5s 388: total: 22.7s remaining: 1m 4s 389: total: 22.8s remaining: 1m 4s 390: total: 22.8s remaining: 1m 4s 391: total: 22.9s remaining: 1m 4s 392: total: 22.9s remaining: 1m 4s 393: total: 23s remaining: 1m 4s 394: total: 23s remaining: 1m 4s 395: total: 23.1s remaining: 1m 4s 396: total: 23.2s remaining: 1m 4s 397: total: 23.3s remaining: 1m 4s 398: total: 23.3s remaining: 1m 4s 399: total: 23.4s remaining: 1m 4s 400: total: 23.4s remaining: 1m 4s 401: total: 23.5s remaining: 1m 4s 402: total: 23.6s remaining: 1m 4s 403: total: 23.7s remaining: 1m 4s 404: total: 23.8s remaining: 1m 4s 405: total: 23.8s remaining: 1m 4s 406: total: 23.9s remaining: 1m 4s 407: total: 24s remaining: 1m 4s 408: total: 24.1s remaining: 1m 4s 409: total: 24.2s remaining: 1m 4s 410: total: 24.3s remaining: 1m 4s 411: total: 24.6s remaining: 1m 4s 412: total: 24.9s remaining: 1m 5s 413: total: 25.2s remaining: 1m 6s 414: total: 25.6s remaining: 1m 7s 415: total: 25.9s remaining: 1m 7s 416: total: 26.3s remaining: 1m 8s 417: total: 26.6s remaining: 1m 8s 418: total: 27s remaining: 1m 9s 419: total: 27.3s remaining: 1m 10s 420: total: 27.7s remaining: 1m 10s 421: total: 28s remaining: 1m 11s 422: total: 28.3s remaining: 1m 12s 423: total: 28.7s remaining: 1m 12s 424: total: 28.9s remaining: 1m 13s 425: total: 29.2s remaining: 1m 13s 426: total: 29.5s remaining: 1m 14s 427: total: 29.8s remaining: 1m 14s 428: total: 30s remaining: 1m 15s 429: total: 30.3s remaining: 1m 15s 430: total: 30.6s remaining: 1m 15s 431: total: 30.9s remaining: 1m 16s 432: total: 31.2s remaining: 1m 16s 433: total: 31.4s remaining: 1m 17s 434: total: 31.7s remaining: 1m 17s 435: total: 32s remaining: 1m 18s 436: total: 32.2s remaining: 1m 18s 437: total: 32.5s remaining: 1m 18s 438: total: 32.8s remaining: 1m 19s 439: total: 33.1s remaining: 1m 19s 440: total: 33.4s remaining: 1m 20s 441: total: 33.6s remaining: 1m 20s 442: total: 33.9s remaining: 1m 20s 443: total: 34.2s remaining: 1m 21s 444: total: 34.5s remaining: 1m 21s 445: total: 34.8s remaining: 1m 22s 446: total: 35.1s remaining: 1m 22s 447: total: 35.4s remaining: 1m 23s 448: total: 35.6s remaining: 1m 23s 449: total: 35.9s remaining: 1m 23s 450: total: 36.3s remaining: 1m 24s 451: total: 36.6s remaining: 1m 24s 452: total: 37s remaining: 1m 25s 453: total: 37.5s remaining: 1m 26s 454: total: 38s remaining: 1m 27s 455: total: 38.4s remaining: 1m 27s 456: total: 38.7s remaining: 1m 28s 457: total: 39.1s remaining: 1m 28s 458: total: 39.3s remaining: 1m 29s 459: total: 39.6s remaining: 1m 29s 460: total: 40s remaining: 1m 30s 461: total: 40.3s remaining: 1m 30s 462: total: 40.6s remaining: 1m 30s 463: total: 40.9s remaining: 1m 31s 464: total: 41.1s remaining: 1m 31s 465: total: 41.4s remaining: 1m 31s 466: total: 41.7s remaining: 1m 32s 467: total: 42s remaining: 1m 32s 468: total: 42.2s remaining: 1m 32s 469: total: 42.5s remaining: 1m 33s 470: total: 42.8s remaining: 1m 33s 471: total: 43.1s remaining: 1m 33s 472: total: 43.4s remaining: 1m 34s 473: total: 43.6s remaining: 1m 34s 474: total: 43.9s remaining: 1m 34s 475: total: 44.2s remaining: 1m 35s 476: total: 44.5s remaining: 1m 35s 477: total: 44.8s remaining: 1m 35s 478: total: 45.1s remaining: 1m 36s 479: total: 45.3s remaining: 1m 36s 480: total: 45.6s remaining: 1m 36s 481: total: 45.9s remaining: 1m 36s 482: total: 46.2s remaining: 1m 37s 483: total: 46.5s remaining: 1m 37s 484: total: 46.8s remaining: 1m 37s 485: total: 47.1s remaining: 1m 38s 486: total: 47.3s remaining: 1m 38s 487: total: 47.6s remaining: 1m 38s 488: total: 47.9s remaining: 1m 39s 489: total: 48.2s remaining: 1m 39s 490: total: 48.4s remaining: 1m 39s 491: total: 48.7s remaining: 1m 39s 492: total: 49s remaining: 1m 40s 493: total: 49.3s remaining: 1m 40s 494: total: 49.6s remaining: 1m 40s 495: total: 49.9s remaining: 1m 40s 496: total: 50.2s remaining: 1m 41s 497: total: 50.5s remaining: 1m 41s 498: total: 50.8s remaining: 1m 41s 499: total: 51.1s remaining: 1m 42s 500: total: 51.4s remaining: 1m 42s 501: total: 51.7s remaining: 1m 42s 502: total: 52s remaining: 1m 43s 503: total: 52.3s remaining: 1m 43s 504: total: 52.6s remaining: 1m 43s 505: total: 52.9s remaining: 1m 43s 506: total: 53.2s remaining: 1m 44s 507: total: 53.4s remaining: 1m 44s 508: total: 53.7s remaining: 1m 44s 509: total: 54s remaining: 1m 44s 510: total: 54.3s remaining: 1m 45s 511: total: 54.6s remaining: 1m 45s 512: total: 54.9s remaining: 1m 45s 513: total: 55.1s remaining: 1m 45s 514: total: 55.4s remaining: 1m 46s 515: total: 55.7s remaining: 1m 46s 516: total: 56s remaining: 1m 46s 517: total: 56.3s remaining: 1m 46s 518: total: 56.5s remaining: 1m 46s 519: total: 56.8s remaining: 1m 47s 520: total: 57.1s remaining: 1m 47s 521: total: 57.4s remaining: 1m 47s 522: total: 57.6s remaining: 1m 47s 523: total: 57.9s remaining: 1m 47s 524: total: 58.2s remaining: 1m 48s 525: total: 58.5s remaining: 1m 48s 526: total: 58.8s remaining: 1m 48s 527: total: 59.1s remaining: 1m 48s 528: total: 59.4s remaining: 1m 49s 529: total: 59.7s remaining: 1m 49s 530: total: 60s remaining: 1m 49s 531: total: 1m remaining: 1m 49s 532: total: 1m remaining: 1m 49s 533: total: 1m remaining: 1m 50s 534: total: 1m 1s remaining: 1m 50s 535: total: 1m 1s remaining: 1m 50s 536: total: 1m 1s remaining: 1m 50s 537: total: 1m 1s remaining: 1m 50s 538: total: 1m 2s remaining: 1m 50s 539: total: 1m 2s remaining: 1m 51s 540: total: 1m 2s remaining: 1m 51s 541: total: 1m 3s remaining: 1m 51s 542: total: 1m 3s remaining: 1m 51s 543: total: 1m 3s remaining: 1m 51s 544: total: 1m 3s remaining: 1m 52s 545: total: 1m 4s remaining: 1m 52s 546: total: 1m 4s remaining: 1m 52s 547: total: 1m 4s remaining: 1m 52s 548: total: 1m 5s remaining: 1m 52s 549: total: 1m 5s remaining: 1m 53s 550: total: 1m 5s remaining: 1m 53s 551: total: 1m 6s remaining: 1m 53s 552: total: 1m 6s remaining: 1m 53s 553: total: 1m 6s remaining: 1m 53s 554: total: 1m 6s remaining: 1m 54s 555: total: 1m 7s remaining: 1m 54s 556: total: 1m 7s remaining: 1m 54s 557: total: 1m 7s remaining: 1m 54s 558: total: 1m 8s remaining: 1m 54s 559: total: 1m 8s remaining: 1m 55s 560: total: 1m 8s remaining: 1m 55s 561: total: 1m 9s remaining: 1m 55s 562: total: 1m 9s remaining: 1m 55s 563: total: 1m 9s remaining: 1m 55s 564: total: 1m 10s remaining: 1m 56s 565: total: 1m 10s remaining: 1m 56s 566: total: 1m 10s remaining: 1m 56s 567: total: 1m 10s remaining: 1m 56s 568: total: 1m 11s remaining: 1m 56s 569: total: 1m 11s remaining: 1m 56s 570: total: 1m 11s remaining: 1m 56s 571: total: 1m 12s remaining: 1m 57s 572: total: 1m 12s remaining: 1m 57s 573: total: 1m 12s remaining: 1m 57s 574: total: 1m 12s remaining: 1m 57s 575: total: 1m 13s remaining: 1m 57s 576: total: 1m 13s remaining: 1m 57s 577: total: 1m 13s remaining: 1m 57s 578: total: 1m 14s remaining: 1m 57s 579: total: 1m 14s remaining: 1m 58s 580: total: 1m 14s remaining: 1m 58s 581: total: 1m 14s remaining: 1m 58s 582: total: 1m 15s remaining: 1m 58s 583: total: 1m 15s remaining: 1m 58s 584: total: 1m 15s remaining: 1m 58s 585: total: 1m 16s remaining: 1m 58s 586: total: 1m 16s remaining: 1m 58s 587: total: 1m 16s remaining: 1m 58s 588: total: 1m 16s remaining: 1m 59s 589: total: 1m 17s remaining: 1m 59s 590: total: 1m 17s remaining: 1m 59s 591: total: 1m 17s remaining: 1m 59s 592: total: 1m 18s remaining: 1m 59s 593: total: 1m 18s remaining: 1m 59s 594: total: 1m 18s remaining: 1m 59s 595: total: 1m 18s remaining: 1m 59s 596: total: 1m 19s remaining: 1m 59s 597: total: 1m 19s remaining: 1m 59s 598: total: 1m 19s remaining: 2m 599: total: 1m 20s remaining: 2m 600: total: 1m 20s remaining: 2m 601: total: 1m 20s remaining: 2m 602: total: 1m 20s remaining: 2m 603: total: 1m 21s remaining: 2m 604: total: 1m 21s remaining: 2m 605: total: 1m 21s remaining: 2m 606: total: 1m 22s remaining: 2m 607: total: 1m 22s remaining: 2m 1s 608: total: 1m 22s remaining: 2m 1s 609: total: 1m 23s remaining: 2m 1s 610: total: 1m 23s remaining: 2m 1s 611: total: 1m 23s remaining: 2m 1s 612: total: 1m 23s remaining: 2m 1s 613: total: 1m 24s remaining: 2m 1s 614: total: 1m 24s remaining: 2m 1s 615: total: 1m 24s remaining: 2m 1s 616: total: 1m 25s remaining: 2m 1s 617: total: 1m 25s remaining: 2m 1s 618: total: 1m 25s remaining: 2m 1s 619: total: 1m 25s remaining: 2m 2s 620: total: 1m 26s remaining: 2m 2s 621: total: 1m 26s remaining: 2m 2s 622: total: 1m 26s remaining: 2m 2s 623: total: 1m 27s remaining: 2m 2s 624: total: 1m 27s remaining: 2m 2s 625: total: 1m 27s remaining: 2m 2s 626: total: 1m 27s remaining: 2m 2s 627: total: 1m 28s remaining: 2m 2s 628: total: 1m 28s remaining: 2m 2s 629: total: 1m 28s remaining: 2m 2s 630: total: 1m 29s remaining: 2m 2s 631: total: 1m 29s remaining: 2m 2s 632: total: 1m 29s remaining: 2m 2s 633: total: 1m 29s remaining: 2m 2s 634: total: 1m 30s remaining: 2m 2s 635: total: 1m 30s remaining: 2m 2s 636: total: 1m 30s remaining: 2m 2s 637: total: 1m 31s remaining: 2m 2s 638: total: 1m 31s remaining: 2m 3s 639: total: 1m 31s remaining: 2m 3s 640: total: 1m 31s remaining: 2m 3s 641: total: 1m 32s remaining: 2m 3s 642: total: 1m 32s remaining: 2m 3s 643: total: 1m 32s remaining: 2m 3s 644: total: 1m 32s remaining: 2m 3s 645: total: 1m 33s remaining: 2m 3s 646: total: 1m 33s remaining: 2m 3s 647: total: 1m 33s remaining: 2m 3s 648: total: 1m 34s remaining: 2m 3s 649: total: 1m 34s remaining: 2m 3s 650: total: 1m 34s remaining: 2m 3s 651: total: 1m 34s remaining: 2m 3s 652: total: 1m 35s remaining: 2m 3s 653: total: 1m 35s remaining: 2m 3s 654: total: 1m 35s remaining: 2m 3s 655: total: 1m 36s remaining: 2m 3s 656: total: 1m 36s remaining: 2m 3s 657: total: 1m 36s remaining: 2m 3s 658: total: 1m 37s remaining: 2m 3s 659: total: 1m 37s remaining: 2m 3s 660: total: 1m 37s remaining: 2m 4s 661: total: 1m 38s remaining: 2m 4s 662: total: 1m 38s remaining: 2m 4s 663: total: 1m 38s remaining: 2m 4s 664: total: 1m 38s remaining: 2m 4s 665: total: 1m 39s remaining: 2m 4s 666: total: 1m 39s remaining: 2m 4s 667: total: 1m 39s remaining: 2m 4s 668: total: 1m 40s remaining: 2m 4s 669: total: 1m 40s remaining: 2m 4s 670: total: 1m 40s remaining: 2m 4s 671: total: 1m 40s remaining: 2m 4s 672: total: 1m 41s remaining: 2m 4s 673: total: 1m 41s remaining: 2m 4s 674: total: 1m 41s remaining: 2m 4s 675: total: 1m 42s remaining: 2m 4s 676: total: 1m 42s remaining: 2m 4s 677: total: 1m 42s remaining: 2m 4s 678: total: 1m 42s remaining: 2m 4s 679: total: 1m 43s remaining: 2m 4s 680: total: 1m 43s remaining: 2m 4s 681: total: 1m 43s remaining: 2m 4s 682: total: 1m 43s remaining: 2m 4s 683: total: 1m 44s remaining: 2m 4s 684: total: 1m 44s remaining: 2m 4s 685: total: 1m 44s remaining: 2m 4s 686: total: 1m 45s remaining: 2m 4s 687: total: 1m 45s remaining: 2m 4s 688: total: 1m 45s remaining: 2m 4s 689: total: 1m 45s remaining: 2m 4s 690: total: 1m 46s remaining: 2m 4s 691: total: 1m 46s remaining: 2m 4s 692: total: 1m 46s remaining: 2m 4s 693: total: 1m 47s remaining: 2m 4s 694: total: 1m 47s remaining: 2m 4s 695: total: 1m 47s remaining: 2m 4s 696: total: 1m 47s remaining: 2m 4s 697: total: 1m 48s remaining: 2m 4s 698: total: 1m 48s remaining: 2m 4s 699: total: 1m 48s remaining: 2m 4s 700: total: 1m 49s remaining: 2m 4s 701: total: 1m 49s remaining: 2m 4s 702: total: 1m 49s remaining: 2m 4s 703: total: 1m 49s remaining: 2m 4s 704: total: 1m 50s remaining: 2m 4s 705: total: 1m 50s remaining: 2m 4s 706: total: 1m 50s remaining: 2m 4s 707: total: 1m 50s remaining: 2m 4s 708: total: 1m 51s remaining: 2m 4s 709: total: 1m 51s remaining: 2m 4s 710: total: 1m 51s remaining: 2m 4s 711: total: 1m 52s remaining: 2m 4s 712: total: 1m 52s remaining: 2m 4s 713: total: 1m 52s remaining: 2m 4s 714: total: 1m 53s remaining: 2m 4s 715: total: 1m 53s remaining: 2m 4s 716: total: 1m 53s remaining: 2m 4s 717: total: 1m 53s remaining: 2m 4s 718: total: 1m 54s remaining: 2m 4s 719: total: 1m 54s remaining: 2m 4s 720: total: 1m 54s remaining: 2m 4s 721: total: 1m 55s remaining: 2m 4s 722: total: 1m 55s remaining: 2m 4s 723: total: 1m 55s remaining: 2m 3s 724: total: 1m 55s remaining: 2m 3s 725: total: 1m 56s remaining: 2m 3s 726: total: 1m 56s remaining: 2m 3s 727: total: 1m 56s remaining: 2m 3s 728: total: 1m 57s remaining: 2m 3s 729: total: 1m 57s remaining: 2m 3s 730: total: 1m 57s remaining: 2m 3s 731: total: 1m 57s remaining: 2m 3s 732: total: 1m 58s remaining: 2m 3s 733: total: 1m 58s remaining: 2m 3s 734: total: 1m 58s remaining: 2m 3s 735: total: 1m 59s remaining: 2m 3s 736: total: 1m 59s remaining: 2m 3s 737: total: 1m 59s remaining: 2m 3s 738: total: 1m 59s remaining: 2m 3s 739: total: 2m remaining: 2m 3s 740: total: 2m remaining: 2m 3s 741: total: 2m remaining: 2m 3s 742: total: 2m 1s remaining: 2m 3s 743: total: 2m 1s remaining: 2m 3s 744: total: 2m 1s remaining: 2m 3s 745: total: 2m 1s remaining: 2m 3s 746: total: 2m 2s remaining: 2m 3s 747: total: 2m 2s remaining: 2m 3s 748: total: 2m 2s remaining: 2m 3s 749: total: 2m 3s remaining: 2m 3s 750: total: 2m 3s remaining: 2m 3s 751: total: 2m 3s remaining: 2m 3s 752: total: 2m 4s remaining: 2m 3s 753: total: 2m 4s remaining: 2m 3s 754: total: 2m 4s remaining: 2m 3s 755: total: 2m 4s remaining: 2m 3s 756: total: 2m 5s remaining: 2m 2s 757: total: 2m 5s remaining: 2m 2s 758: total: 2m 5s remaining: 2m 2s 759: total: 2m 5s remaining: 2m 2s 760: total: 2m 6s remaining: 2m 2s 761: total: 2m 6s remaining: 2m 2s 762: total: 2m 6s remaining: 2m 2s 763: total: 2m 7s remaining: 2m 2s 764: total: 2m 7s remaining: 2m 2s 765: total: 2m 7s remaining: 2m 2s 766: total: 2m 8s remaining: 2m 2s 767: total: 2m 8s remaining: 2m 2s 768: total: 2m 8s remaining: 2m 2s 769: total: 2m 8s remaining: 2m 2s 770: total: 2m 9s remaining: 2m 2s 771: total: 2m 9s remaining: 2m 2s 772: total: 2m 9s remaining: 2m 2s 773: total: 2m 10s remaining: 2m 2s 774: total: 2m 10s remaining: 2m 1s 775: total: 2m 10s remaining: 2m 1s 776: total: 2m 10s remaining: 2m 1s 777: total: 2m 11s remaining: 2m 1s 778: total: 2m 11s remaining: 2m 1s 779: total: 2m 11s remaining: 2m 1s 780: total: 2m 11s remaining: 2m 1s 781: total: 2m 12s remaining: 2m 1s 782: total: 2m 12s remaining: 2m 1s 783: total: 2m 12s remaining: 2m 1s 784: total: 2m 13s remaining: 2m 1s 785: total: 2m 13s remaining: 2m 1s 786: total: 2m 13s remaining: 2m 1s 787: total: 2m 13s remaining: 2m 1s 788: total: 2m 14s remaining: 2m 789: total: 2m 14s remaining: 2m 790: total: 2m 14s remaining: 2m 791: total: 2m 15s remaining: 2m 792: total: 2m 15s remaining: 2m 793: total: 2m 15s remaining: 2m 794: total: 2m 15s remaining: 2m 795: total: 2m 16s remaining: 2m 796: total: 2m 16s remaining: 2m 797: total: 2m 16s remaining: 2m 798: total: 2m 17s remaining: 2m 799: total: 2m 17s remaining: 2m 800: total: 2m 17s remaining: 2m 801: total: 2m 17s remaining: 2m 802: total: 2m 18s remaining: 1m 59s 803: total: 2m 18s remaining: 1m 59s 804: total: 2m 18s remaining: 1m 59s 805: total: 2m 18s remaining: 1m 59s 806: total: 2m 19s remaining: 1m 59s 807: total: 2m 19s remaining: 1m 59s 808: total: 2m 19s remaining: 1m 59s 809: total: 2m 19s remaining: 1m 59s 810: total: 2m 20s remaining: 1m 59s 811: total: 2m 20s remaining: 1m 59s 812: total: 2m 20s remaining: 1m 59s 813: total: 2m 21s remaining: 1m 58s 814: total: 2m 21s remaining: 1m 58s 815: total: 2m 21s remaining: 1m 58s 816: total: 2m 21s remaining: 1m 58s 817: total: 2m 22s remaining: 1m 58s 818: total: 2m 22s remaining: 1m 58s 819: total: 2m 22s remaining: 1m 58s 820: total: 2m 23s remaining: 1m 58s 821: total: 2m 23s remaining: 1m 58s 822: total: 2m 23s remaining: 1m 58s 823: total: 2m 24s remaining: 1m 58s 824: total: 2m 24s remaining: 1m 58s 825: total: 2m 24s remaining: 1m 58s 826: total: 2m 24s remaining: 1m 57s 827: total: 2m 25s remaining: 1m 57s 828: total: 2m 25s remaining: 1m 57s 829: total: 2m 25s remaining: 1m 57s 830: total: 2m 26s remaining: 1m 57s 831: total: 2m 26s remaining: 1m 57s 832: total: 2m 26s remaining: 1m 57s 833: total: 2m 26s remaining: 1m 57s 834: total: 2m 27s remaining: 1m 57s 835: total: 2m 27s remaining: 1m 57s 836: total: 2m 27s remaining: 1m 57s 837: total: 2m 28s remaining: 1m 57s 838: total: 2m 28s remaining: 1m 56s 839: total: 2m 28s remaining: 1m 56s 840: total: 2m 29s remaining: 1m 56s 841: total: 2m 29s remaining: 1m 56s 842: total: 2m 29s remaining: 1m 56s 843: total: 2m 29s remaining: 1m 56s 844: total: 2m 30s remaining: 1m 56s 845: total: 2m 30s remaining: 1m 56s 846: total: 2m 30s remaining: 1m 56s 847: total: 2m 31s remaining: 1m 56s 848: total: 2m 31s remaining: 1m 56s 849: total: 2m 31s remaining: 1m 55s 850: total: 2m 31s remaining: 1m 55s 851: total: 2m 32s remaining: 1m 55s 852: total: 2m 32s remaining: 1m 55s 853: total: 2m 32s remaining: 1m 55s 854: total: 2m 32s remaining: 1m 55s 855: total: 2m 33s remaining: 1m 55s 856: total: 2m 33s remaining: 1m 55s 857: total: 2m 33s remaining: 1m 55s 858: total: 2m 34s remaining: 1m 55s 859: total: 2m 34s remaining: 1m 54s 860: total: 2m 34s remaining: 1m 54s 861: total: 2m 34s remaining: 1m 54s 862: total: 2m 35s remaining: 1m 54s 863: total: 2m 35s remaining: 1m 54s 864: total: 2m 35s remaining: 1m 54s 865: total: 2m 35s remaining: 1m 54s 866: total: 2m 36s remaining: 1m 54s 867: total: 2m 36s remaining: 1m 54s 868: total: 2m 36s remaining: 1m 53s 869: total: 2m 37s remaining: 1m 53s 870: total: 2m 37s remaining: 1m 53s 871: total: 2m 37s remaining: 1m 53s 872: total: 2m 38s remaining: 1m 53s 873: total: 2m 38s remaining: 1m 53s 874: total: 2m 38s remaining: 1m 53s 875: total: 2m 38s remaining: 1m 53s 876: total: 2m 39s remaining: 1m 53s 877: total: 2m 39s remaining: 1m 53s 878: total: 2m 39s remaining: 1m 52s 879: total: 2m 40s remaining: 1m 52s 880: total: 2m 40s remaining: 1m 52s 881: total: 2m 40s remaining: 1m 52s 882: total: 2m 41s remaining: 1m 52s 883: total: 2m 41s remaining: 1m 52s 884: total: 2m 41s remaining: 1m 52s 885: total: 2m 41s remaining: 1m 52s 886: total: 2m 42s remaining: 1m 52s 887: total: 2m 42s remaining: 1m 52s 888: total: 2m 42s remaining: 1m 51s 889: total: 2m 43s remaining: 1m 51s 890: total: 2m 43s remaining: 1m 51s 891: total: 2m 43s remaining: 1m 51s 892: total: 2m 43s remaining: 1m 51s 893: total: 2m 44s remaining: 1m 51s 894: total: 2m 44s remaining: 1m 51s 895: total: 2m 44s remaining: 1m 51s 896: total: 2m 44s remaining: 1m 50s 897: total: 2m 45s remaining: 1m 50s 898: total: 2m 45s remaining: 1m 50s 899: total: 2m 45s remaining: 1m 50s 900: total: 2m 45s remaining: 1m 50s 901: total: 2m 46s remaining: 1m 50s 902: total: 2m 46s remaining: 1m 50s 903: total: 2m 46s remaining: 1m 49s 904: total: 2m 46s remaining: 1m 49s 905: total: 2m 47s remaining: 1m 49s 906: total: 2m 47s remaining: 1m 49s 907: total: 2m 47s remaining: 1m 49s 908: total: 2m 48s remaining: 1m 49s 909: total: 2m 48s remaining: 1m 49s 910: total: 2m 48s remaining: 1m 48s 911: total: 2m 48s remaining: 1m 48s 912: total: 2m 49s remaining: 1m 48s 913: total: 2m 49s remaining: 1m 48s 914: total: 2m 49s remaining: 1m 48s 915: total: 2m 49s remaining: 1m 48s 916: total: 2m 50s remaining: 1m 48s 917: total: 2m 50s remaining: 1m 48s 918: total: 2m 50s remaining: 1m 47s 919: total: 2m 50s remaining: 1m 47s 920: total: 2m 51s remaining: 1m 47s 921: total: 2m 51s remaining: 1m 47s 922: total: 2m 51s remaining: 1m 47s 923: total: 2m 51s remaining: 1m 47s 924: total: 2m 52s remaining: 1m 47s 925: total: 2m 52s remaining: 1m 46s 926: total: 2m 52s remaining: 1m 46s 927: total: 2m 53s remaining: 1m 46s 928: total: 2m 53s remaining: 1m 46s 929: total: 2m 53s remaining: 1m 46s 930: total: 2m 53s remaining: 1m 46s 931: total: 2m 54s remaining: 1m 46s 932: total: 2m 54s remaining: 1m 46s 933: total: 2m 54s remaining: 1m 45s 934: total: 2m 55s remaining: 1m 45s 935: total: 2m 55s remaining: 1m 45s 936: total: 2m 55s remaining: 1m 45s 937: total: 2m 55s remaining: 1m 45s 938: total: 2m 56s remaining: 1m 45s 939: total: 2m 56s remaining: 1m 45s 940: total: 2m 56s remaining: 1m 44s 941: total: 2m 56s remaining: 1m 44s 942: total: 2m 57s remaining: 1m 44s 943: total: 2m 57s remaining: 1m 44s 944: total: 2m 57s remaining: 1m 44s 945: total: 2m 58s remaining: 1m 44s 946: total: 2m 58s remaining: 1m 44s 947: total: 2m 58s remaining: 1m 44s 948: total: 2m 58s remaining: 1m 43s 949: total: 2m 59s remaining: 1m 43s 950: total: 2m 59s remaining: 1m 43s 951: total: 2m 59s remaining: 1m 43s 952: total: 2m 59s remaining: 1m 43s 953: total: 2m 59s remaining: 1m 42s 954: total: 3m remaining: 1m 42s 955: total: 3m remaining: 1m 42s 956: total: 3m remaining: 1m 42s 957: total: 3m 1s remaining: 1m 42s 958: total: 3m 1s remaining: 1m 42s 959: total: 3m 1s remaining: 1m 42s 960: total: 3m 2s remaining: 1m 42s 961: total: 3m 2s remaining: 1m 42s 962: total: 3m 2s remaining: 1m 41s 963: total: 3m 3s remaining: 1m 41s 964: total: 3m 3s remaining: 1m 41s 965: total: 3m 3s remaining: 1m 41s 966: total: 3m 3s remaining: 1m 41s 967: total: 3m 4s remaining: 1m 41s 968: total: 3m 4s remaining: 1m 41s 969: total: 3m 4s remaining: 1m 40s 970: total: 3m 4s remaining: 1m 40s 971: total: 3m 5s remaining: 1m 40s 972: total: 3m 5s remaining: 1m 40s 973: total: 3m 5s remaining: 1m 40s 974: total: 3m 6s remaining: 1m 40s 975: total: 3m 6s remaining: 1m 40s 976: total: 3m 6s remaining: 1m 39s 977: total: 3m 6s remaining: 1m 39s 978: total: 3m 7s remaining: 1m 39s 979: total: 3m 7s remaining: 1m 39s 980: total: 3m 7s remaining: 1m 39s 981: total: 3m 7s remaining: 1m 38s 982: total: 3m 7s remaining: 1m 38s 983: total: 3m 7s remaining: 1m 38s 984: total: 3m 7s remaining: 1m 38s 985: total: 3m 8s remaining: 1m 38s 986: total: 3m 8s remaining: 1m 37s 987: total: 3m 8s remaining: 1m 37s 988: total: 3m 9s remaining: 1m 37s 989: total: 3m 9s remaining: 1m 37s 990: total: 3m 9s remaining: 1m 37s 991: total: 3m 9s remaining: 1m 37s 992: total: 3m 10s remaining: 1m 37s 993: total: 3m 10s remaining: 1m 36s 994: total: 3m 10s remaining: 1m 36s 995: total: 3m 10s remaining: 1m 36s 996: total: 3m 11s remaining: 1m 36s 997: total: 3m 11s remaining: 1m 36s 998: total: 3m 11s remaining: 1m 36s 999: total: 3m 11s remaining: 1m 35s 1000: total: 3m 12s remaining: 1m 35s 1001: total: 3m 12s remaining: 1m 35s 1002: total: 3m 12s remaining: 1m 35s 1003: total: 3m 13s remaining: 1m 35s 1004: total: 3m 13s remaining: 1m 35s 1005: total: 3m 13s remaining: 1m 35s 1006: total: 3m 13s remaining: 1m 34s 1007: total: 3m 14s remaining: 1m 34s 1008: total: 3m 14s remaining: 1m 34s 1009: total: 3m 14s remaining: 1m 34s 1010: total: 3m 15s remaining: 1m 34s 1011: total: 3m 15s remaining: 1m 34s 1012: total: 3m 15s remaining: 1m 34s 1013: total: 3m 15s remaining: 1m 33s 1014: total: 3m 16s remaining: 1m 33s 1015: total: 3m 16s remaining: 1m 33s 1016: total: 3m 16s remaining: 1m 33s 1017: total: 3m 16s remaining: 1m 33s 1018: total: 3m 17s remaining: 1m 33s 1019: total: 3m 17s remaining: 1m 32s 1020: total: 3m 17s remaining: 1m 32s 1021: total: 3m 18s remaining: 1m 32s 1022: total: 3m 18s remaining: 1m 32s 1023: total: 3m 18s remaining: 1m 32s 1024: total: 3m 18s remaining: 1m 32s 1025: total: 3m 19s remaining: 1m 32s 1026: total: 3m 19s remaining: 1m 31s 1027: total: 3m 19s remaining: 1m 31s 1028: total: 3m 20s remaining: 1m 31s 1029: total: 3m 20s remaining: 1m 31s 1030: total: 3m 20s remaining: 1m 31s 1031: total: 3m 20s remaining: 1m 31s 1032: total: 3m 21s remaining: 1m 30s 1033: total: 3m 21s remaining: 1m 30s 1034: total: 3m 21s remaining: 1m 30s 1035: total: 3m 22s remaining: 1m 30s 1036: total: 3m 22s remaining: 1m 30s 1037: total: 3m 22s remaining: 1m 30s 1038: total: 3m 22s remaining: 1m 29s 1039: total: 3m 22s remaining: 1m 29s 1040: total: 3m 23s remaining: 1m 29s 1041: total: 3m 23s remaining: 1m 29s 1042: total: 3m 23s remaining: 1m 29s 1043: total: 3m 24s remaining: 1m 29s 1044: total: 3m 24s remaining: 1m 28s 1045: total: 3m 24s remaining: 1m 28s 1046: total: 3m 24s remaining: 1m 28s 1047: total: 3m 25s remaining: 1m 28s 1048: total: 3m 25s remaining: 1m 28s 1049: total: 3m 25s remaining: 1m 28s 1050: total: 3m 26s remaining: 1m 28s 1051: total: 3m 26s remaining: 1m 27s 1052: total: 3m 26s remaining: 1m 27s 1053: total: 3m 26s remaining: 1m 27s 1054: total: 3m 27s remaining: 1m 27s 1055: total: 3m 27s remaining: 1m 27s 1056: total: 3m 27s remaining: 1m 26s 1057: total: 3m 27s remaining: 1m 26s 1058: total: 3m 28s remaining: 1m 26s 1059: total: 3m 28s remaining: 1m 26s 1060: total: 3m 28s remaining: 1m 26s 1061: total: 3m 28s remaining: 1m 26s 1062: total: 3m 29s remaining: 1m 25s 1063: total: 3m 29s remaining: 1m 25s 1064: total: 3m 29s remaining: 1m 25s 1065: total: 3m 30s remaining: 1m 25s 1066: total: 3m 30s remaining: 1m 25s 1067: total: 3m 30s remaining: 1m 25s 1068: total: 3m 30s remaining: 1m 24s 1069: total: 3m 30s remaining: 1m 24s 1070: total: 3m 31s remaining: 1m 24s 1071: total: 3m 31s remaining: 1m 24s 1072: total: 3m 31s remaining: 1m 24s 1073: total: 3m 31s remaining: 1m 23s 1074: total: 3m 31s remaining: 1m 23s 1075: total: 3m 32s remaining: 1m 23s 1076: total: 3m 32s remaining: 1m 23s 1077: total: 3m 32s remaining: 1m 23s 1078: total: 3m 32s remaining: 1m 22s 1079: total: 3m 32s remaining: 1m 22s 1080: total: 3m 33s remaining: 1m 22s 1081: total: 3m 33s remaining: 1m 22s 1082: total: 3m 33s remaining: 1m 22s 1083: total: 3m 33s remaining: 1m 22s 1084: total: 3m 33s remaining: 1m 21s 1085: total: 3m 34s remaining: 1m 21s 1086: total: 3m 34s remaining: 1m 21s 1087: total: 3m 34s remaining: 1m 21s 1088: total: 3m 34s remaining: 1m 21s 1089: total: 3m 35s remaining: 1m 20s 1090: total: 3m 35s remaining: 1m 20s 1091: total: 3m 35s remaining: 1m 20s 1092: total: 3m 35s remaining: 1m 20s 1093: total: 3m 35s remaining: 1m 20s 1094: total: 3m 36s remaining: 1m 19s 1095: total: 3m 36s remaining: 1m 19s 1096: total: 3m 36s remaining: 1m 19s 1097: total: 3m 37s remaining: 1m 19s 1098: total: 3m 37s remaining: 1m 19s 1099: total: 3m 37s remaining: 1m 19s 1100: total: 3m 37s remaining: 1m 18s 1101: total: 3m 38s remaining: 1m 18s 1102: total: 3m 38s remaining: 1m 18s 1103: total: 3m 38s remaining: 1m 18s 1104: total: 3m 38s remaining: 1m 18s 1105: total: 3m 39s remaining: 1m 18s 1106: total: 3m 39s remaining: 1m 17s 1107: total: 3m 39s remaining: 1m 17s 1108: total: 3m 39s remaining: 1m 17s 1109: total: 3m 40s remaining: 1m 17s 1110: total: 3m 40s remaining: 1m 17s 1111: total: 3m 40s remaining: 1m 17s 1112: total: 3m 41s remaining: 1m 16s 1113: total: 3m 41s remaining: 1m 16s 1114: total: 3m 41s remaining: 1m 16s 1115: total: 3m 41s remaining: 1m 16s 1116: total: 3m 41s remaining: 1m 16s 1117: total: 3m 42s remaining: 1m 15s 1118: total: 3m 42s remaining: 1m 15s 1119: total: 3m 42s remaining: 1m 15s 1120: total: 3m 42s remaining: 1m 15s 1121: total: 3m 42s remaining: 1m 15s 1122: total: 3m 43s remaining: 1m 14s 1123: total: 3m 43s remaining: 1m 14s 1124: total: 3m 43s remaining: 1m 14s 1125: total: 3m 43s remaining: 1m 14s 1126: total: 3m 43s remaining: 1m 13s 1127: total: 3m 43s remaining: 1m 13s 1128: total: 3m 44s remaining: 1m 13s 1129: total: 3m 44s remaining: 1m 13s 1130: total: 3m 44s remaining: 1m 13s 1131: total: 3m 44s remaining: 1m 12s 1132: total: 3m 44s remaining: 1m 12s 1133: total: 3m 44s remaining: 1m 12s 1134: total: 3m 45s remaining: 1m 12s 1135: total: 3m 45s remaining: 1m 12s 1136: total: 3m 45s remaining: 1m 12s 1137: total: 3m 46s remaining: 1m 11s 1138: total: 3m 46s remaining: 1m 11s 1139: total: 3m 46s remaining: 1m 11s 1140: total: 3m 47s remaining: 1m 11s 1141: total: 3m 47s remaining: 1m 11s 1142: total: 3m 47s remaining: 1m 11s 1143: total: 3m 47s remaining: 1m 10s 1144: total: 3m 47s remaining: 1m 10s 1145: total: 3m 48s remaining: 1m 10s 1146: total: 3m 48s remaining: 1m 10s 1147: total: 3m 48s remaining: 1m 10s 1148: total: 3m 49s remaining: 1m 9s 1149: total: 3m 49s remaining: 1m 9s 1150: total: 3m 49s remaining: 1m 9s 1151: total: 3m 49s remaining: 1m 9s 1152: total: 3m 50s remaining: 1m 9s 1153: total: 3m 50s remaining: 1m 8s 1154: total: 3m 50s remaining: 1m 8s 1155: total: 3m 50s remaining: 1m 8s 1156: total: 3m 50s remaining: 1m 8s 1157: total: 3m 51s remaining: 1m 8s 1158: total: 3m 51s remaining: 1m 8s 1159: total: 3m 51s remaining: 1m 7s 1160: total: 3m 51s remaining: 1m 7s 1161: total: 3m 52s remaining: 1m 7s 1162: total: 3m 52s remaining: 1m 7s 1163: total: 3m 52s remaining: 1m 7s 1164: total: 3m 52s remaining: 1m 6s 1165: total: 3m 53s remaining: 1m 6s 1166: total: 3m 53s remaining: 1m 6s 1167: total: 3m 53s remaining: 1m 6s 1168: total: 3m 53s remaining: 1m 6s 1169: total: 3m 54s remaining: 1m 6s 1170: total: 3m 54s remaining: 1m 5s 1171: total: 3m 54s remaining: 1m 5s 1172: total: 3m 54s remaining: 1m 5s 1173: total: 3m 55s remaining: 1m 5s 1174: total: 3m 55s remaining: 1m 5s 1175: total: 3m 55s remaining: 1m 4s 1176: total: 3m 55s remaining: 1m 4s 1177: total: 3m 56s remaining: 1m 4s 1178: total: 3m 56s remaining: 1m 4s 1179: total: 3m 56s remaining: 1m 4s 1180: total: 3m 56s remaining: 1m 3s 1181: total: 3m 56s remaining: 1m 3s 1182: total: 3m 57s remaining: 1m 3s 1183: total: 3m 57s remaining: 1m 3s 1184: total: 3m 57s remaining: 1m 3s 1185: total: 3m 58s remaining: 1m 3s 1186: total: 3m 58s remaining: 1m 2s 1187: total: 3m 58s remaining: 1m 2s 1188: total: 3m 58s remaining: 1m 2s 1189: total: 3m 58s remaining: 1m 2s 1190: total: 3m 59s remaining: 1m 2s 1191: total: 3m 59s remaining: 1m 1s 1192: total: 3m 59s remaining: 1m 1s 1193: total: 3m 59s remaining: 1m 1s 1194: total: 3m 59s remaining: 1m 1s 1195: total: 3m 59s remaining: 1m 1s 1196: total: 4m remaining: 1m 1197: total: 4m remaining: 1m 1198: total: 4m remaining: 1m 1199: total: 4m remaining: 1m 1200: total: 4m 1s remaining: 1m 1201: total: 4m 1s remaining: 59.8s 1202: total: 4m 1s remaining: 59.6s 1203: total: 4m 1s remaining: 59.4s 1204: total: 4m 1s remaining: 59.2s 1205: total: 4m 2s remaining: 59s 1206: total: 4m 2s remaining: 58.8s 1207: total: 4m 2s remaining: 58.6s 1208: total: 4m 2s remaining: 58.4s 1209: total: 4m 2s remaining: 58.2s 1210: total: 4m 3s remaining: 58s 1211: total: 4m 3s remaining: 57.9s 1212: total: 4m 3s remaining: 57.7s 1213: total: 4m 4s remaining: 57.5s 1214: total: 4m 4s remaining: 57.3s 1215: total: 4m 4s remaining: 57.1s 1216: total: 4m 4s remaining: 57s 1217: total: 4m 5s remaining: 56.8s 1218: total: 4m 5s remaining: 56.6s 1219: total: 4m 5s remaining: 56.4s 1220: total: 4m 6s remaining: 56.2s 1221: total: 4m 6s remaining: 56s 1222: total: 4m 6s remaining: 55.9s 1223: total: 4m 6s remaining: 55.7s 1224: total: 4m 7s remaining: 55.5s 1225: total: 4m 7s remaining: 55.3s 1226: total: 4m 7s remaining: 55s 1227: total: 4m 7s remaining: 54.9s 1228: total: 4m 7s remaining: 54.7s 1229: total: 4m 8s remaining: 54.5s 1230: total: 4m 8s remaining: 54.3s 1231: total: 4m 8s remaining: 54.1s 1232: total: 4m 8s remaining: 53.9s 1233: total: 4m 9s remaining: 53.7s 1234: total: 4m 9s remaining: 53.5s 1235: total: 4m 9s remaining: 53.3s 1236: total: 4m 9s remaining: 53.2s 1237: total: 4m 10s remaining: 53s 1238: total: 4m 10s remaining: 52.8s 1239: total: 4m 10s remaining: 52.6s 1240: total: 4m 11s remaining: 52.4s 1241: total: 4m 11s remaining: 52.2s 1242: total: 4m 11s remaining: 52s 1243: total: 4m 11s remaining: 51.8s 1244: total: 4m 12s remaining: 51.7s 1245: total: 4m 12s remaining: 51.5s 1246: total: 4m 12s remaining: 51.3s 1247: total: 4m 13s remaining: 51.1s 1248: total: 4m 13s remaining: 50.9s 1249: total: 4m 13s remaining: 50.7s 1250: total: 4m 13s remaining: 50.5s 1251: total: 4m 14s remaining: 50.3s 1252: total: 4m 14s remaining: 50.2s 1253: total: 4m 14s remaining: 50s 1254: total: 4m 15s remaining: 49.8s 1255: total: 4m 15s remaining: 49.6s 1256: total: 4m 15s remaining: 49.4s 1257: total: 4m 15s remaining: 49.2s 1258: total: 4m 15s remaining: 49s 1259: total: 4m 16s remaining: 48.8s 1260: total: 4m 16s remaining: 48.6s 1261: total: 4m 16s remaining: 48.4s 1262: total: 4m 16s remaining: 48.2s 1263: total: 4m 16s remaining: 47.9s 1264: total: 4m 17s remaining: 47.7s 1265: total: 4m 17s remaining: 47.5s 1266: total: 4m 17s remaining: 47.3s 1267: total: 4m 17s remaining: 47.1s 1268: total: 4m 17s remaining: 46.9s 1269: total: 4m 17s remaining: 46.7s 1270: total: 4m 18s remaining: 46.5s 1271: total: 4m 18s remaining: 46.3s 1272: total: 4m 18s remaining: 46.1s 1273: total: 4m 18s remaining: 45.9s 1274: total: 4m 18s remaining: 45.7s 1275: total: 4m 19s remaining: 45.5s 1276: total: 4m 19s remaining: 45.3s 1277: total: 4m 19s remaining: 45.1s 1278: total: 4m 19s remaining: 44.9s 1279: total: 4m 20s remaining: 44.7s 1280: total: 4m 20s remaining: 44.5s 1281: total: 4m 20s remaining: 44.3s 1282: total: 4m 20s remaining: 44s 1283: total: 4m 20s remaining: 43.9s 1284: total: 4m 21s remaining: 43.7s 1285: total: 4m 21s remaining: 43.5s 1286: total: 4m 21s remaining: 43.3s 1287: total: 4m 21s remaining: 43s 1288: total: 4m 21s remaining: 42.9s 1289: total: 4m 22s remaining: 42.7s 1290: total: 4m 22s remaining: 42.4s 1291: total: 4m 22s remaining: 42.3s 1292: total: 4m 22s remaining: 42.1s 1293: total: 4m 22s remaining: 41.8s 1294: total: 4m 23s remaining: 41.7s 1295: total: 4m 23s remaining: 41.4s 1296: total: 4m 23s remaining: 41.2s 1297: total: 4m 23s remaining: 41.1s 1298: total: 4m 24s remaining: 40.9s 1299: total: 4m 24s remaining: 40.7s 1300: total: 4m 24s remaining: 40.5s 1301: total: 4m 24s remaining: 40.3s 1302: total: 4m 25s remaining: 40.1s 1303: total: 4m 25s remaining: 39.9s 1304: total: 4m 25s remaining: 39.6s 1305: total: 4m 25s remaining: 39.5s 1306: total: 4m 25s remaining: 39.3s 1307: total: 4m 26s remaining: 39.1s 1308: total: 4m 26s remaining: 38.9s 1309: total: 4m 26s remaining: 38.7s 1310: total: 4m 26s remaining: 38.5s 1311: total: 4m 27s remaining: 38.3s 1312: total: 4m 27s remaining: 38.1s 1313: total: 4m 27s remaining: 37.9s 1314: total: 4m 27s remaining: 37.7s 1315: total: 4m 28s remaining: 37.5s 1316: total: 4m 28s remaining: 37.3s 1317: total: 4m 28s remaining: 37.1s 1318: total: 4m 28s remaining: 36.8s 1319: total: 4m 28s remaining: 36.7s 1320: total: 4m 29s remaining: 36.5s 1321: total: 4m 29s remaining: 36.2s 1322: total: 4m 29s remaining: 36s 1323: total: 4m 29s remaining: 35.8s 1324: total: 4m 29s remaining: 35.6s 1325: total: 4m 29s remaining: 35.4s 1326: total: 4m 29s remaining: 35.2s 1327: total: 4m 30s remaining: 35s 1328: total: 4m 30s remaining: 34.8s 1329: total: 4m 30s remaining: 34.6s 1330: total: 4m 30s remaining: 34.4s 1331: total: 4m 30s remaining: 34.1s 1332: total: 4m 31s remaining: 34s 1333: total: 4m 31s remaining: 33.8s 1334: total: 4m 31s remaining: 33.6s 1335: total: 4m 31s remaining: 33.3s 1336: total: 4m 31s remaining: 33.1s 1337: total: 4m 32s remaining: 32.9s 1338: total: 4m 32s remaining: 32.8s 1339: total: 4m 32s remaining: 32.6s 1340: total: 4m 32s remaining: 32.3s 1341: total: 4m 33s remaining: 32.1s 1342: total: 4m 33s remaining: 31.9s 1343: total: 4m 33s remaining: 31.8s 1344: total: 4m 33s remaining: 31.5s 1345: total: 4m 33s remaining: 31.3s 1346: total: 4m 34s remaining: 31.1s 1347: total: 4m 34s remaining: 31s 1348: total: 4m 34s remaining: 30.8s 1349: total: 4m 35s remaining: 30.6s 1350: total: 4m 35s remaining: 30.4s 1351: total: 4m 35s remaining: 30.2s 1352: total: 4m 35s remaining: 30s 1353: total: 4m 35s remaining: 29.7s 1354: total: 4m 36s remaining: 29.5s 1355: total: 4m 36s remaining: 29.3s 1356: total: 4m 36s remaining: 29.1s 1357: total: 4m 36s remaining: 28.9s 1358: total: 4m 37s remaining: 28.7s 1359: total: 4m 37s remaining: 28.5s 1360: total: 4m 37s remaining: 28.4s 1361: total: 4m 37s remaining: 28.1s 1362: total: 4m 37s remaining: 27.9s 1363: total: 4m 37s remaining: 27.7s 1364: total: 4m 38s remaining: 27.5s 1365: total: 4m 38s remaining: 27.3s 1366: total: 4m 38s remaining: 27.1s 1367: total: 4m 38s remaining: 26.9s 1368: total: 4m 39s remaining: 26.7s 1369: total: 4m 39s remaining: 26.5s 1370: total: 4m 39s remaining: 26.3s 1371: total: 4m 39s remaining: 26.1s 1372: total: 4m 39s remaining: 25.9s 1373: total: 4m 40s remaining: 25.7s 1374: total: 4m 40s remaining: 25.5s 1375: total: 4m 40s remaining: 25.3s 1376: total: 4m 40s remaining: 25.1s 1377: total: 4m 41s remaining: 24.9s 1378: total: 4m 41s remaining: 24.7s 1379: total: 4m 41s remaining: 24.5s 1380: total: 4m 41s remaining: 24.3s 1381: total: 4m 41s remaining: 24.1s 1382: total: 4m 42s remaining: 23.9s 1383: total: 4m 42s remaining: 23.7s 1384: total: 4m 42s remaining: 23.5s 1385: total: 4m 43s remaining: 23.3s 1386: total: 4m 43s remaining: 23.1s 1387: total: 4m 43s remaining: 22.9s 1388: total: 4m 43s remaining: 22.7s 1389: total: 4m 43s remaining: 22.5s 1390: total: 4m 44s remaining: 22.3s 1391: total: 4m 44s remaining: 22.1s 1392: total: 4m 44s remaining: 21.9s 1393: total: 4m 44s remaining: 21.6s 1394: total: 4m 45s remaining: 21.5s 1395: total: 4m 45s remaining: 21.2s 1396: total: 4m 45s remaining: 21s 1397: total: 4m 45s remaining: 20.8s 1398: total: 4m 45s remaining: 20.6s 1399: total: 4m 46s remaining: 20.4s 1400: total: 4m 46s remaining: 20.2s 1401: total: 4m 46s remaining: 20s 1402: total: 4m 46s remaining: 19.8s 1403: total: 4m 47s remaining: 19.6s 1404: total: 4m 47s remaining: 19.4s 1405: total: 4m 47s remaining: 19.2s 1406: total: 4m 47s remaining: 19s 1407: total: 4m 47s remaining: 18.8s 1408: total: 4m 47s remaining: 18.6s 1409: total: 4m 48s remaining: 18.4s 1410: total: 4m 48s remaining: 18.2s 1411: total: 4m 48s remaining: 18s 1412: total: 4m 48s remaining: 17.8s 1413: total: 4m 49s remaining: 17.6s 1414: total: 4m 49s remaining: 17.4s 1415: total: 4m 49s remaining: 17.2s 1416: total: 4m 49s remaining: 17s 1417: total: 4m 50s remaining: 16.8s 1418: total: 4m 50s remaining: 16.6s 1419: total: 4m 50s remaining: 16.4s 1420: total: 4m 50s remaining: 16.2s 1421: total: 4m 51s remaining: 16s 1422: total: 4m 51s remaining: 15.8s 1423: total: 4m 51s remaining: 15.6s 1424: total: 4m 52s remaining: 15.4s 1425: total: 4m 52s remaining: 15.2s 1426: total: 4m 52s remaining: 15s 1427: total: 4m 52s remaining: 14.8s 1428: total: 4m 52s remaining: 14.6s 1429: total: 4m 53s remaining: 14.4s 1430: total: 4m 53s remaining: 14.1s 1431: total: 4m 53s remaining: 13.9s 1432: total: 4m 53s remaining: 13.7s 1433: total: 4m 53s remaining: 13.5s 1434: total: 4m 54s remaining: 13.3s 1435: total: 4m 54s remaining: 13.1s 1436: total: 4m 54s remaining: 12.9s 1437: total: 4m 54s remaining: 12.7s 1438: total: 4m 55s remaining: 12.5s 1439: total: 4m 55s remaining: 12.3s 1440: total: 4m 55s remaining: 12.1s 1441: total: 4m 55s remaining: 11.9s 1442: total: 4m 56s remaining: 11.7s 1443: total: 4m 56s remaining: 11.5s 1444: total: 4m 56s remaining: 11.3s 1445: total: 4m 56s remaining: 11.1s 1446: total: 4m 56s remaining: 10.9s 1447: total: 4m 57s remaining: 10.7s 1448: total: 4m 57s remaining: 10.5s 1449: total: 4m 57s remaining: 10.3s 1450: total: 4m 58s remaining: 10.1s 1451: total: 4m 58s remaining: 9.87s 1452: total: 4m 58s remaining: 9.66s 1453: total: 4m 59s remaining: 9.46s 1454: total: 4m 59s remaining: 9.26s 1455: total: 4m 59s remaining: 9.06s 1456: total: 4m 59s remaining: 8.85s 1457: total: 5m remaining: 8.65s 1458: total: 5m remaining: 8.45s 1459: total: 5m remaining: 8.24s 1460: total: 5m 1s remaining: 8.04s 1461: total: 5m 1s remaining: 7.83s 1462: total: 5m 1s remaining: 7.63s 1463: total: 5m 2s remaining: 7.43s 1464: total: 5m 2s remaining: 7.22s 1465: total: 5m 2s remaining: 7.02s 1466: total: 5m 2s remaining: 6.81s 1467: total: 5m 3s remaining: 6.61s 1468: total: 5m 3s remaining: 6.4s 1469: total: 5m 3s remaining: 6.2s 1470: total: 5m 4s remaining: 6s 1471: total: 5m 4s remaining: 5.79s 1472: total: 5m 4s remaining: 5.58s 1473: total: 5m 4s remaining: 5.38s 1474: total: 5m 4s remaining: 5.17s 1475: total: 5m 5s remaining: 4.96s 1476: total: 5m 5s remaining: 4.76s 1477: total: 5m 5s remaining: 4.55s 1478: total: 5m 5s remaining: 4.34s 1479: total: 5m 6s remaining: 4.13s 1480: total: 5m 6s remaining: 3.93s 1481: total: 5m 6s remaining: 3.72s 1482: total: 5m 6s remaining: 3.52s 1483: total: 5m 6s remaining: 3.31s 1484: total: 5m 7s remaining: 3.1s 1485: total: 5m 7s remaining: 2.9s 1486: total: 5m 7s remaining: 2.69s 1487: total: 5m 7s remaining: 2.48s 1488: total: 5m 7s remaining: 2.27s 1489: total: 5m 8s remaining: 2.07s 1490: total: 5m 8s remaining: 1.86s 1491: total: 5m 8s remaining: 1.66s 1492: total: 5m 9s remaining: 1.45s 1493: total: 5m 9s remaining: 1.24s 1494: total: 5m 9s remaining: 1.03s 1495: total: 5m 9s remaining: 828ms 1496: total: 5m 9s remaining: 621ms 1497: total: 5m 10s remaining: 414ms 1498: total: 5m 10s remaining: 207ms 1499: total: 5m 10s remaining: 0us Cat Boost Cross-Validation AUC-ROC: 0.92 [Voting] ...................... (1 of 4) Processing ada, total= 4.1s [Voting] ...................... (2 of 4) Processing xgb, total= 7.7s [LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[Voting] ...................... (3 of 4) Processing lgb, total= 1.4s Learning rate set to 0.021203 0: total: 66.1ms remaining: 1m 39s 1: total: 127ms remaining: 1m 35s
Default metric period is 5 because AUC is/are not implemented for GPU
2: total: 194ms remaining: 1m 36s 3: total: 254ms remaining: 1m 35s 4: total: 317ms remaining: 1m 34s 5: total: 377ms remaining: 1m 33s 6: total: 439ms remaining: 1m 33s 7: total: 498ms remaining: 1m 32s 8: total: 562ms remaining: 1m 33s 9: total: 620ms remaining: 1m 32s 10: total: 676ms remaining: 1m 31s 11: total: 733ms remaining: 1m 30s 12: total: 790ms remaining: 1m 30s 13: total: 847ms remaining: 1m 29s 14: total: 902ms remaining: 1m 29s 15: total: 959ms remaining: 1m 28s 16: total: 1.02s remaining: 1m 28s 17: total: 1.07s remaining: 1m 28s 18: total: 1.13s remaining: 1m 27s 19: total: 1.18s remaining: 1m 27s 20: total: 1.24s remaining: 1m 27s 21: total: 1.29s remaining: 1m 26s 22: total: 1.34s remaining: 1m 26s 23: total: 1.4s remaining: 1m 26s 24: total: 1.46s remaining: 1m 25s 25: total: 1.51s remaining: 1m 25s 26: total: 1.57s remaining: 1m 25s 27: total: 1.62s remaining: 1m 25s 28: total: 1.68s remaining: 1m 25s 29: total: 1.73s remaining: 1m 24s 30: total: 1.79s remaining: 1m 24s 31: total: 1.84s remaining: 1m 24s 32: total: 1.9s remaining: 1m 24s 33: total: 1.96s remaining: 1m 24s 34: total: 2.01s remaining: 1m 24s 35: total: 2.07s remaining: 1m 24s 36: total: 2.13s remaining: 1m 24s 37: total: 2.18s remaining: 1m 23s 38: total: 2.23s remaining: 1m 23s 39: total: 2.28s remaining: 1m 23s 40: total: 2.34s remaining: 1m 23s 41: total: 2.39s remaining: 1m 22s 42: total: 2.44s remaining: 1m 22s 43: total: 2.5s remaining: 1m 22s 44: total: 2.55s remaining: 1m 22s 45: total: 2.61s remaining: 1m 22s 46: total: 2.67s remaining: 1m 22s 47: total: 2.72s remaining: 1m 22s 48: total: 2.78s remaining: 1m 22s 49: total: 2.84s remaining: 1m 22s 50: total: 2.9s remaining: 1m 22s 51: total: 2.96s remaining: 1m 22s 52: total: 3.02s remaining: 1m 22s 53: total: 3.07s remaining: 1m 22s 54: total: 3.12s remaining: 1m 22s 55: total: 3.18s remaining: 1m 21s 56: total: 3.23s remaining: 1m 21s 57: total: 3.29s remaining: 1m 21s 58: total: 3.34s remaining: 1m 21s 59: total: 3.39s remaining: 1m 21s 60: total: 3.45s remaining: 1m 21s 61: total: 3.51s remaining: 1m 21s 62: total: 3.56s remaining: 1m 21s 63: total: 3.61s remaining: 1m 21s 64: total: 3.67s remaining: 1m 20s 65: total: 3.72s remaining: 1m 20s 66: total: 3.77s remaining: 1m 20s 67: total: 3.83s remaining: 1m 20s 68: total: 3.89s remaining: 1m 20s 69: total: 3.94s remaining: 1m 20s 70: total: 3.99s remaining: 1m 20s 71: total: 4.04s remaining: 1m 20s 72: total: 4.09s remaining: 1m 20s 73: total: 4.15s remaining: 1m 19s 74: total: 4.2s remaining: 1m 19s 75: total: 4.25s remaining: 1m 19s 76: total: 4.31s remaining: 1m 19s 77: total: 4.36s remaining: 1m 19s 78: total: 4.41s remaining: 1m 19s 79: total: 4.46s remaining: 1m 19s 80: total: 4.51s remaining: 1m 19s 81: total: 4.57s remaining: 1m 18s 82: total: 4.62s remaining: 1m 18s 83: total: 4.67s remaining: 1m 18s 84: total: 4.72s remaining: 1m 18s 85: total: 4.78s remaining: 1m 18s 86: total: 4.83s remaining: 1m 18s 87: total: 4.89s remaining: 1m 18s 88: total: 4.94s remaining: 1m 18s 89: total: 5s remaining: 1m 18s 90: total: 5.06s remaining: 1m 18s 91: total: 5.12s remaining: 1m 18s 92: total: 5.18s remaining: 1m 18s 93: total: 5.23s remaining: 1m 18s 94: total: 5.29s remaining: 1m 18s 95: total: 5.34s remaining: 1m 18s 96: total: 5.4s remaining: 1m 18s 97: total: 5.46s remaining: 1m 18s 98: total: 5.51s remaining: 1m 18s 99: total: 5.57s remaining: 1m 18s 100: total: 5.63s remaining: 1m 17s 101: total: 5.68s remaining: 1m 17s 102: total: 5.74s remaining: 1m 17s 103: total: 5.8s remaining: 1m 17s 104: total: 5.85s remaining: 1m 17s 105: total: 5.91s remaining: 1m 17s 106: total: 5.97s remaining: 1m 17s 107: total: 6.03s remaining: 1m 17s 108: total: 6.08s remaining: 1m 17s 109: total: 6.14s remaining: 1m 17s 110: total: 6.19s remaining: 1m 17s 111: total: 6.25s remaining: 1m 17s 112: total: 6.3s remaining: 1m 17s 113: total: 6.36s remaining: 1m 17s 114: total: 6.42s remaining: 1m 17s 115: total: 6.48s remaining: 1m 17s 116: total: 6.53s remaining: 1m 17s 117: total: 6.59s remaining: 1m 17s 118: total: 6.64s remaining: 1m 17s 119: total: 6.71s remaining: 1m 17s 120: total: 6.76s remaining: 1m 17s 121: total: 6.82s remaining: 1m 17s 122: total: 6.88s remaining: 1m 16s 123: total: 6.93s remaining: 1m 16s 124: total: 6.99s remaining: 1m 16s 125: total: 7.05s remaining: 1m 16s 126: total: 7.11s remaining: 1m 16s 127: total: 7.17s remaining: 1m 16s 128: total: 7.23s remaining: 1m 16s 129: total: 7.29s remaining: 1m 16s 130: total: 7.34s remaining: 1m 16s 131: total: 7.4s remaining: 1m 16s 132: total: 7.45s remaining: 1m 16s 133: total: 7.51s remaining: 1m 16s 134: total: 7.57s remaining: 1m 16s 135: total: 7.63s remaining: 1m 16s 136: total: 7.68s remaining: 1m 16s 137: total: 7.74s remaining: 1m 16s 138: total: 7.8s remaining: 1m 16s 139: total: 7.86s remaining: 1m 16s 140: total: 7.92s remaining: 1m 16s 141: total: 7.97s remaining: 1m 16s 142: total: 8.03s remaining: 1m 16s 143: total: 8.1s remaining: 1m 16s 144: total: 8.17s remaining: 1m 16s 145: total: 8.23s remaining: 1m 16s 146: total: 8.3s remaining: 1m 16s 147: total: 8.36s remaining: 1m 16s 148: total: 8.43s remaining: 1m 16s 149: total: 8.49s remaining: 1m 16s 150: total: 8.54s remaining: 1m 16s 151: total: 8.6s remaining: 1m 16s 152: total: 8.66s remaining: 1m 16s 153: total: 8.72s remaining: 1m 16s 154: total: 8.79s remaining: 1m 16s 155: total: 8.88s remaining: 1m 16s 156: total: 8.97s remaining: 1m 16s 157: total: 9.05s remaining: 1m 16s 158: total: 9.12s remaining: 1m 16s 159: total: 9.18s remaining: 1m 16s 160: total: 9.26s remaining: 1m 16s 161: total: 9.36s remaining: 1m 17s 162: total: 9.45s remaining: 1m 17s 163: total: 9.53s remaining: 1m 17s 164: total: 9.59s remaining: 1m 17s 165: total: 9.66s remaining: 1m 17s 166: total: 9.72s remaining: 1m 17s 167: total: 9.78s remaining: 1m 17s 168: total: 9.84s remaining: 1m 17s 169: total: 9.89s remaining: 1m 17s 170: total: 9.95s remaining: 1m 17s 171: total: 9.99s remaining: 1m 17s 172: total: 10.1s remaining: 1m 17s 173: total: 10.1s remaining: 1m 17s 174: total: 10.2s remaining: 1m 17s 175: total: 10.2s remaining: 1m 17s 176: total: 10.3s remaining: 1m 17s 177: total: 10.4s remaining: 1m 17s 178: total: 10.4s remaining: 1m 16s 179: total: 10.5s remaining: 1m 16s 180: total: 10.5s remaining: 1m 16s 181: total: 10.6s remaining: 1m 16s 182: total: 10.7s remaining: 1m 16s 183: total: 10.7s remaining: 1m 16s 184: total: 10.8s remaining: 1m 16s 185: total: 10.8s remaining: 1m 16s 186: total: 10.9s remaining: 1m 16s 187: total: 11s remaining: 1m 16s 188: total: 11s remaining: 1m 16s 189: total: 11.1s remaining: 1m 16s 190: total: 11.1s remaining: 1m 16s 191: total: 11.2s remaining: 1m 16s 192: total: 11.3s remaining: 1m 16s 193: total: 11.3s remaining: 1m 16s 194: total: 11.4s remaining: 1m 16s 195: total: 11.4s remaining: 1m 15s 196: total: 11.5s remaining: 1m 15s 197: total: 11.5s remaining: 1m 15s 198: total: 11.6s remaining: 1m 15s 199: total: 11.6s remaining: 1m 15s 200: total: 11.7s remaining: 1m 15s 201: total: 11.7s remaining: 1m 15s 202: total: 11.8s remaining: 1m 15s 203: total: 11.8s remaining: 1m 15s 204: total: 11.9s remaining: 1m 15s 205: total: 11.9s remaining: 1m 15s 206: total: 12s remaining: 1m 14s 207: total: 12s remaining: 1m 14s 208: total: 12.1s remaining: 1m 14s 209: total: 12.1s remaining: 1m 14s 210: total: 12.2s remaining: 1m 14s 211: total: 12.2s remaining: 1m 14s 212: total: 12.3s remaining: 1m 14s 213: total: 12.4s remaining: 1m 14s 214: total: 12.4s remaining: 1m 14s 215: total: 12.5s remaining: 1m 14s 216: total: 12.5s remaining: 1m 13s 217: total: 12.6s remaining: 1m 13s 218: total: 12.6s remaining: 1m 13s 219: total: 12.7s remaining: 1m 13s 220: total: 12.7s remaining: 1m 13s 221: total: 12.8s remaining: 1m 13s 222: total: 12.8s remaining: 1m 13s 223: total: 12.9s remaining: 1m 13s 224: total: 12.9s remaining: 1m 13s 225: total: 13s remaining: 1m 13s 226: total: 13s remaining: 1m 13s 227: total: 13.1s remaining: 1m 13s 228: total: 13.1s remaining: 1m 12s 229: total: 13.2s remaining: 1m 12s 230: total: 13.3s remaining: 1m 12s 231: total: 13.3s remaining: 1m 12s 232: total: 13.4s remaining: 1m 12s 233: total: 13.4s remaining: 1m 12s 234: total: 13.5s remaining: 1m 12s 235: total: 13.5s remaining: 1m 12s 236: total: 13.6s remaining: 1m 12s 237: total: 13.6s remaining: 1m 12s 238: total: 13.7s remaining: 1m 12s 239: total: 13.7s remaining: 1m 12s 240: total: 13.8s remaining: 1m 12s 241: total: 13.8s remaining: 1m 11s 242: total: 13.9s remaining: 1m 11s 243: total: 13.9s remaining: 1m 11s 244: total: 14s remaining: 1m 11s 245: total: 14.1s remaining: 1m 11s 246: total: 14.1s remaining: 1m 11s 247: total: 14.2s remaining: 1m 11s 248: total: 14.2s remaining: 1m 11s 249: total: 14.3s remaining: 1m 11s 250: total: 14.3s remaining: 1m 11s 251: total: 14.4s remaining: 1m 11s 252: total: 14.4s remaining: 1m 11s 253: total: 14.5s remaining: 1m 11s 254: total: 14.5s remaining: 1m 10s 255: total: 14.6s remaining: 1m 10s 256: total: 14.6s remaining: 1m 10s 257: total: 14.7s remaining: 1m 10s 258: total: 14.7s remaining: 1m 10s 259: total: 14.8s remaining: 1m 10s 260: total: 14.8s remaining: 1m 10s 261: total: 14.9s remaining: 1m 10s 262: total: 14.9s remaining: 1m 10s 263: total: 15s remaining: 1m 10s 264: total: 15s remaining: 1m 10s 265: total: 15.1s remaining: 1m 10s 266: total: 15.1s remaining: 1m 9s 267: total: 15.2s remaining: 1m 9s 268: total: 15.2s remaining: 1m 9s 269: total: 15.3s remaining: 1m 9s 270: total: 15.4s remaining: 1m 9s 271: total: 15.4s remaining: 1m 9s 272: total: 15.5s remaining: 1m 9s 273: total: 15.5s remaining: 1m 9s 274: total: 15.6s remaining: 1m 9s 275: total: 15.6s remaining: 1m 9s 276: total: 15.7s remaining: 1m 9s 277: total: 15.7s remaining: 1m 9s 278: total: 15.8s remaining: 1m 9s 279: total: 15.8s remaining: 1m 8s 280: total: 15.9s remaining: 1m 8s 281: total: 15.9s remaining: 1m 8s 282: total: 16s remaining: 1m 8s 283: total: 16s remaining: 1m 8s 284: total: 16.1s remaining: 1m 8s 285: total: 16.1s remaining: 1m 8s 286: total: 16.2s remaining: 1m 8s 287: total: 16.3s remaining: 1m 8s 288: total: 16.3s remaining: 1m 8s 289: total: 16.4s remaining: 1m 8s 290: total: 16.4s remaining: 1m 8s 291: total: 16.5s remaining: 1m 8s 292: total: 16.5s remaining: 1m 8s 293: total: 16.6s remaining: 1m 8s 294: total: 16.6s remaining: 1m 7s 295: total: 16.7s remaining: 1m 7s 296: total: 16.8s remaining: 1m 7s 297: total: 16.8s remaining: 1m 7s 298: total: 16.9s remaining: 1m 7s 299: total: 16.9s remaining: 1m 7s 300: total: 17s remaining: 1m 7s 301: total: 17s remaining: 1m 7s 302: total: 17.1s remaining: 1m 7s 303: total: 17.1s remaining: 1m 7s 304: total: 17.2s remaining: 1m 7s 305: total: 17.2s remaining: 1m 7s 306: total: 17.3s remaining: 1m 7s 307: total: 17.3s remaining: 1m 7s 308: total: 17.4s remaining: 1m 7s 309: total: 17.4s remaining: 1m 6s 310: total: 17.5s remaining: 1m 6s 311: total: 17.6s remaining: 1m 6s 312: total: 17.6s remaining: 1m 6s 313: total: 17.7s remaining: 1m 6s 314: total: 17.7s remaining: 1m 6s 315: total: 17.8s remaining: 1m 6s 316: total: 17.8s remaining: 1m 6s 317: total: 17.9s remaining: 1m 6s 318: total: 17.9s remaining: 1m 6s 319: total: 18s remaining: 1m 6s 320: total: 18s remaining: 1m 6s 321: total: 18.1s remaining: 1m 6s 322: total: 18.1s remaining: 1m 6s 323: total: 18.2s remaining: 1m 6s 324: total: 18.2s remaining: 1m 5s 325: total: 18.3s remaining: 1m 5s 326: total: 18.4s remaining: 1m 5s 327: total: 18.4s remaining: 1m 5s 328: total: 18.5s remaining: 1m 5s 329: total: 18.5s remaining: 1m 5s 330: total: 18.6s remaining: 1m 5s 331: total: 18.6s remaining: 1m 5s 332: total: 18.7s remaining: 1m 5s 333: total: 18.7s remaining: 1m 5s 334: total: 18.8s remaining: 1m 5s 335: total: 18.8s remaining: 1m 5s 336: total: 18.9s remaining: 1m 5s 337: total: 18.9s remaining: 1m 5s 338: total: 19s remaining: 1m 5s 339: total: 19.1s remaining: 1m 4s 340: total: 19.1s remaining: 1m 4s 341: total: 19.2s remaining: 1m 4s 342: total: 19.2s remaining: 1m 4s 343: total: 19.3s remaining: 1m 4s 344: total: 19.4s remaining: 1m 4s 345: total: 19.4s remaining: 1m 4s 346: total: 19.5s remaining: 1m 4s 347: total: 19.5s remaining: 1m 4s 348: total: 19.6s remaining: 1m 4s 349: total: 19.7s remaining: 1m 4s 350: total: 19.7s remaining: 1m 4s 351: total: 19.8s remaining: 1m 4s 352: total: 19.8s remaining: 1m 4s 353: total: 19.9s remaining: 1m 4s 354: total: 19.9s remaining: 1m 4s 355: total: 20s remaining: 1m 4s 356: total: 20s remaining: 1m 4s 357: total: 20.1s remaining: 1m 4s 358: total: 20.1s remaining: 1m 3s 359: total: 20.2s remaining: 1m 3s 360: total: 20.2s remaining: 1m 3s 361: total: 20.3s remaining: 1m 3s 362: total: 20.3s remaining: 1m 3s 363: total: 20.4s remaining: 1m 3s 364: total: 20.4s remaining: 1m 3s 365: total: 20.5s remaining: 1m 3s 366: total: 20.5s remaining: 1m 3s 367: total: 20.6s remaining: 1m 3s 368: total: 20.6s remaining: 1m 3s 369: total: 20.7s remaining: 1m 3s 370: total: 20.8s remaining: 1m 3s 371: total: 20.8s remaining: 1m 3s 372: total: 20.9s remaining: 1m 3s 373: total: 20.9s remaining: 1m 3s 374: total: 21s remaining: 1m 2s 375: total: 21s remaining: 1m 2s 376: total: 21.1s remaining: 1m 2s 377: total: 21.2s remaining: 1m 2s 378: total: 21.2s remaining: 1m 2s 379: total: 21.3s remaining: 1m 2s 380: total: 21.3s remaining: 1m 2s 381: total: 21.4s remaining: 1m 2s 382: total: 21.4s remaining: 1m 2s 383: total: 21.5s remaining: 1m 2s 384: total: 21.5s remaining: 1m 2s 385: total: 21.6s remaining: 1m 2s 386: total: 21.7s remaining: 1m 2s 387: total: 21.7s remaining: 1m 2s 388: total: 21.8s remaining: 1m 2s 389: total: 21.8s remaining: 1m 2s 390: total: 21.9s remaining: 1m 2s 391: total: 21.9s remaining: 1m 2s 392: total: 22s remaining: 1m 1s 393: total: 22.1s remaining: 1m 1s 394: total: 22.1s remaining: 1m 1s 395: total: 22.2s remaining: 1m 1s 396: total: 22.2s remaining: 1m 1s 397: total: 22.3s remaining: 1m 1s 398: total: 22.4s remaining: 1m 1s 399: total: 22.4s remaining: 1m 1s 400: total: 22.5s remaining: 1m 1s 401: total: 22.5s remaining: 1m 1s 402: total: 22.6s remaining: 1m 1s 403: total: 22.6s remaining: 1m 1s 404: total: 22.7s remaining: 1m 1s 405: total: 22.8s remaining: 1m 1s 406: total: 22.8s remaining: 1m 1s 407: total: 22.9s remaining: 1m 1s 408: total: 22.9s remaining: 1m 1s 409: total: 23s remaining: 1m 1s 410: total: 23s remaining: 1m 1s 411: total: 23.1s remaining: 1m 412: total: 23.2s remaining: 1m 413: total: 23.2s remaining: 1m 414: total: 23.3s remaining: 1m 415: total: 23.3s remaining: 1m 416: total: 23.4s remaining: 1m 417: total: 23.4s remaining: 1m 418: total: 23.5s remaining: 1m 419: total: 23.6s remaining: 1m 420: total: 23.6s remaining: 1m 421: total: 23.7s remaining: 1m 422: total: 23.7s remaining: 1m 423: total: 23.8s remaining: 1m 424: total: 23.8s remaining: 1m 425: total: 23.9s remaining: 1m 426: total: 24s remaining: 1m 427: total: 24s remaining: 1m 428: total: 24.1s remaining: 1m 429: total: 24.2s remaining: 1m 430: total: 24.2s remaining: 1m 431: total: 24.3s remaining: 60s 432: total: 24.3s remaining: 59.9s 433: total: 24.4s remaining: 59.9s 434: total: 24.4s remaining: 59.8s 435: total: 24.5s remaining: 59.7s 436: total: 24.5s remaining: 59.7s 437: total: 24.6s remaining: 59.6s 438: total: 24.7s remaining: 59.6s 439: total: 24.7s remaining: 59.5s 440: total: 24.8s remaining: 59.5s 441: total: 24.8s remaining: 59.4s 442: total: 24.9s remaining: 59.4s 443: total: 24.9s remaining: 59.3s 444: total: 25s remaining: 59.3s 445: total: 25.1s remaining: 59.2s 446: total: 25.1s remaining: 59.2s 447: total: 25.2s remaining: 59.1s 448: total: 25.2s remaining: 59.1s 449: total: 25.3s remaining: 59s 450: total: 25.4s remaining: 59s 451: total: 25.4s remaining: 58.9s 452: total: 25.5s remaining: 58.8s 453: total: 25.5s remaining: 58.8s 454: total: 25.6s remaining: 58.7s 455: total: 25.6s remaining: 58.7s 456: total: 25.7s remaining: 58.6s 457: total: 25.8s remaining: 58.6s 458: total: 25.8s remaining: 58.5s 459: total: 25.9s remaining: 58.5s 460: total: 25.9s remaining: 58.4s 461: total: 26s remaining: 58.4s 462: total: 26s remaining: 58.3s 463: total: 26.1s remaining: 58.3s 464: total: 26.2s remaining: 58.2s 465: total: 26.2s remaining: 58.2s 466: total: 26.3s remaining: 58.1s 467: total: 26.3s remaining: 58.1s 468: total: 26.4s remaining: 58s 469: total: 26.5s remaining: 58s 470: total: 26.5s remaining: 57.9s 471: total: 26.6s remaining: 57.8s 472: total: 26.6s remaining: 57.8s 473: total: 26.7s remaining: 57.7s 474: total: 26.7s remaining: 57.7s 475: total: 26.8s remaining: 57.6s 476: total: 26.8s remaining: 57.5s 477: total: 26.9s remaining: 57.5s 478: total: 26.9s remaining: 57.4s 479: total: 27s remaining: 57.4s 480: total: 27s remaining: 57.3s 481: total: 27.1s remaining: 57.2s 482: total: 27.1s remaining: 57.2s 483: total: 27.2s remaining: 57.1s 484: total: 27.2s remaining: 57s 485: total: 27.3s remaining: 57s 486: total: 27.4s remaining: 56.9s 487: total: 27.4s remaining: 56.8s 488: total: 27.4s remaining: 56.7s 489: total: 27.5s remaining: 56.7s 490: total: 27.5s remaining: 56.6s 491: total: 27.6s remaining: 56.5s 492: total: 27.6s remaining: 56.4s 493: total: 27.7s remaining: 56.4s 494: total: 27.7s remaining: 56.3s 495: total: 27.8s remaining: 56.2s 496: total: 27.8s remaining: 56.2s 497: total: 27.9s remaining: 56.1s 498: total: 27.9s remaining: 56s 499: total: 28s remaining: 55.9s 500: total: 28s remaining: 55.9s 501: total: 28.1s remaining: 55.9s 502: total: 28.2s remaining: 55.8s 503: total: 28.2s remaining: 55.8s 504: total: 28.3s remaining: 55.7s 505: total: 28.3s remaining: 55.6s 506: total: 28.4s remaining: 55.6s 507: total: 28.4s remaining: 55.5s 508: total: 28.5s remaining: 55.4s 509: total: 28.5s remaining: 55.4s 510: total: 28.6s remaining: 55.3s 511: total: 28.6s remaining: 55.3s 512: total: 28.7s remaining: 55.2s 513: total: 28.7s remaining: 55.1s 514: total: 28.8s remaining: 55s 515: total: 28.8s remaining: 55s 516: total: 28.9s remaining: 54.9s 517: total: 28.9s remaining: 54.9s 518: total: 29s remaining: 54.8s 519: total: 29s remaining: 54.7s 520: total: 29.1s remaining: 54.6s 521: total: 29.1s remaining: 54.5s 522: total: 29.2s remaining: 54.5s 523: total: 29.2s remaining: 54.4s 524: total: 29.3s remaining: 54.4s 525: total: 29.3s remaining: 54.3s 526: total: 29.4s remaining: 54.3s 527: total: 29.4s remaining: 54.2s 528: total: 29.5s remaining: 54.1s 529: total: 29.6s remaining: 54.1s 530: total: 29.6s remaining: 54s 531: total: 29.7s remaining: 54s 532: total: 29.8s remaining: 54s 533: total: 29.8s remaining: 53.9s 534: total: 29.9s remaining: 53.9s 535: total: 29.9s remaining: 53.8s 536: total: 30s remaining: 53.8s 537: total: 30s remaining: 53.7s 538: total: 30.1s remaining: 53.6s 539: total: 30.1s remaining: 53.6s 540: total: 30.2s remaining: 53.5s 541: total: 30.3s remaining: 53.5s 542: total: 30.3s remaining: 53.4s 543: total: 30.4s remaining: 53.3s 544: total: 30.4s remaining: 53.3s 545: total: 30.5s remaining: 53.2s 546: total: 30.5s remaining: 53.2s 547: total: 30.6s remaining: 53.1s 548: total: 30.6s remaining: 53s 549: total: 30.7s remaining: 53s 550: total: 30.7s remaining: 52.9s 551: total: 30.8s remaining: 52.8s 552: total: 30.8s remaining: 52.8s 553: total: 30.9s remaining: 52.7s 554: total: 30.9s remaining: 52.7s 555: total: 31s remaining: 52.6s 556: total: 31s remaining: 52.5s 557: total: 31.1s remaining: 52.5s 558: total: 31.1s remaining: 52.4s 559: total: 31.2s remaining: 52.4s 560: total: 31.2s remaining: 52.3s 561: total: 31.3s remaining: 52.2s 562: total: 31.4s remaining: 52.2s 563: total: 31.4s remaining: 52.1s 564: total: 31.4s remaining: 52s 565: total: 31.5s remaining: 52s 566: total: 31.5s remaining: 51.9s 567: total: 31.6s remaining: 51.8s 568: total: 31.6s remaining: 51.7s 569: total: 31.7s remaining: 51.7s 570: total: 31.7s remaining: 51.6s 571: total: 31.8s remaining: 51.5s 572: total: 31.8s remaining: 51.5s 573: total: 31.9s remaining: 51.4s 574: total: 31.9s remaining: 51.4s 575: total: 32s remaining: 51.3s 576: total: 32s remaining: 51.2s 577: total: 32.1s remaining: 51.2s 578: total: 32.1s remaining: 51.1s 579: total: 32.2s remaining: 51s 580: total: 32.2s remaining: 51s 581: total: 32.3s remaining: 50.9s 582: total: 32.3s remaining: 50.9s 583: total: 32.4s remaining: 50.8s 584: total: 32.4s remaining: 50.7s 585: total: 32.5s remaining: 50.7s 586: total: 32.5s remaining: 50.6s 587: total: 32.6s remaining: 50.5s 588: total: 32.6s remaining: 50.5s 589: total: 32.7s remaining: 50.4s 590: total: 32.7s remaining: 50.3s 591: total: 32.8s remaining: 50.3s 592: total: 32.9s remaining: 50.3s 593: total: 32.9s remaining: 50.2s 594: total: 33s remaining: 50.2s 595: total: 33.1s remaining: 50.1s 596: total: 33.1s remaining: 50.1s 597: total: 33.2s remaining: 50.1s 598: total: 33.2s remaining: 50s 599: total: 33.3s remaining: 50s 600: total: 33.4s remaining: 49.9s 601: total: 33.5s remaining: 49.9s 602: total: 33.5s remaining: 49.9s 603: total: 33.6s remaining: 49.8s 604: total: 33.7s remaining: 49.8s 605: total: 33.8s remaining: 49.8s 606: total: 33.8s remaining: 49.8s 607: total: 33.9s remaining: 49.7s 608: total: 33.9s remaining: 49.6s 609: total: 34s remaining: 49.6s 610: total: 34s remaining: 49.5s 611: total: 34.1s remaining: 49.5s 612: total: 34.1s remaining: 49.4s 613: total: 34.2s remaining: 49.3s 614: total: 34.2s remaining: 49.3s 615: total: 34.3s remaining: 49.2s 616: total: 34.3s remaining: 49.1s 617: total: 34.4s remaining: 49.1s 618: total: 34.4s remaining: 49s 619: total: 34.5s remaining: 49s 620: total: 34.5s remaining: 48.9s 621: total: 34.6s remaining: 48.9s 622: total: 34.6s remaining: 48.8s 623: total: 34.7s remaining: 48.7s 624: total: 34.7s remaining: 48.6s 625: total: 34.8s remaining: 48.6s 626: total: 34.9s remaining: 48.5s 627: total: 34.9s remaining: 48.5s 628: total: 35s remaining: 48.4s 629: total: 35s remaining: 48.3s 630: total: 35.1s remaining: 48.3s 631: total: 35.1s remaining: 48.2s 632: total: 35.2s remaining: 48.2s 633: total: 35.2s remaining: 48.1s 634: total: 35.3s remaining: 48s 635: total: 35.3s remaining: 48s 636: total: 35.4s remaining: 47.9s 637: total: 35.4s remaining: 47.8s 638: total: 35.5s remaining: 47.8s 639: total: 35.5s remaining: 47.7s 640: total: 35.6s remaining: 47.7s 641: total: 35.6s remaining: 47.6s 642: total: 35.7s remaining: 47.6s 643: total: 35.7s remaining: 47.5s 644: total: 35.8s remaining: 47.4s 645: total: 35.8s remaining: 47.4s 646: total: 35.9s remaining: 47.3s 647: total: 35.9s remaining: 47.3s 648: total: 36s remaining: 47.2s 649: total: 36s remaining: 47.1s 650: total: 36.1s remaining: 47.1s 651: total: 36.1s remaining: 47s 652: total: 36.2s remaining: 46.9s 653: total: 36.2s remaining: 46.9s 654: total: 36.3s remaining: 46.8s 655: total: 36.3s remaining: 46.8s 656: total: 36.4s remaining: 46.7s 657: total: 36.5s remaining: 46.6s 658: total: 36.5s remaining: 46.6s 659: total: 36.6s remaining: 46.5s 660: total: 36.6s remaining: 46.4s 661: total: 36.6s remaining: 46.4s 662: total: 36.7s remaining: 46.3s 663: total: 36.8s remaining: 46.3s 664: total: 36.8s remaining: 46.2s 665: total: 36.9s remaining: 46.1s 666: total: 36.9s remaining: 46.1s 667: total: 37s remaining: 46s 668: total: 37s remaining: 46s 669: total: 37.1s remaining: 45.9s 670: total: 37.1s remaining: 45.9s 671: total: 37.2s remaining: 45.8s 672: total: 37.2s remaining: 45.8s 673: total: 37.3s remaining: 45.7s 674: total: 37.3s remaining: 45.6s 675: total: 37.4s remaining: 45.6s 676: total: 37.4s remaining: 45.5s 677: total: 37.5s remaining: 45.5s 678: total: 37.6s remaining: 45.4s 679: total: 37.6s remaining: 45.3s 680: total: 37.7s remaining: 45.3s 681: total: 37.7s remaining: 45.2s 682: total: 37.8s remaining: 45.2s 683: total: 37.8s remaining: 45.1s 684: total: 37.9s remaining: 45.1s 685: total: 37.9s remaining: 45s 686: total: 38s remaining: 45s 687: total: 38.1s remaining: 44.9s 688: total: 38.1s remaining: 44.9s 689: total: 38.2s remaining: 44.8s 690: total: 38.2s remaining: 44.8s 691: total: 38.3s remaining: 44.7s 692: total: 38.3s remaining: 44.6s 693: total: 38.4s remaining: 44.6s 694: total: 38.4s remaining: 44.5s 695: total: 38.5s remaining: 44.5s 696: total: 38.6s remaining: 44.4s 697: total: 38.6s remaining: 44.4s 698: total: 38.7s remaining: 44.3s 699: total: 38.7s remaining: 44.2s 700: total: 38.8s remaining: 44.2s 701: total: 38.8s remaining: 44.1s 702: total: 38.9s remaining: 44.1s 703: total: 39s remaining: 44.1s 704: total: 39s remaining: 44s 705: total: 39.1s remaining: 43.9s 706: total: 39.1s remaining: 43.9s 707: total: 39.2s remaining: 43.8s 708: total: 39.2s remaining: 43.8s 709: total: 39.3s remaining: 43.7s 710: total: 39.4s remaining: 43.7s 711: total: 39.4s remaining: 43.6s 712: total: 39.5s remaining: 43.6s 713: total: 39.5s remaining: 43.5s 714: total: 39.6s remaining: 43.5s 715: total: 39.6s remaining: 43.4s 716: total: 39.7s remaining: 43.3s 717: total: 39.7s remaining: 43.3s 718: total: 39.8s remaining: 43.2s 719: total: 39.9s remaining: 43.2s 720: total: 39.9s remaining: 43.1s 721: total: 40s remaining: 43.1s 722: total: 40s remaining: 43s 723: total: 40.1s remaining: 43s 724: total: 40.2s remaining: 42.9s 725: total: 40.2s remaining: 42.9s 726: total: 40.3s remaining: 42.8s 727: total: 40.3s remaining: 42.8s 728: total: 40.4s remaining: 42.7s 729: total: 40.5s remaining: 42.7s 730: total: 40.6s remaining: 42.7s 731: total: 40.6s remaining: 42.6s 732: total: 40.7s remaining: 42.6s 733: total: 40.8s remaining: 42.5s 734: total: 40.8s remaining: 42.5s 735: total: 40.9s remaining: 42.4s 736: total: 40.9s remaining: 42.4s 737: total: 41s remaining: 42.3s 738: total: 41s remaining: 42.3s 739: total: 41.1s remaining: 42.2s 740: total: 41.2s remaining: 42.2s 741: total: 41.2s remaining: 42.1s 742: total: 41.3s remaining: 42s 743: total: 41.3s remaining: 42s 744: total: 41.4s remaining: 41.9s 745: total: 41.5s remaining: 41.9s 746: total: 41.5s remaining: 41.8s 747: total: 41.6s remaining: 41.8s 748: total: 41.7s remaining: 41.8s 749: total: 41.8s remaining: 41.8s 750: total: 41.8s remaining: 41.7s 751: total: 41.9s remaining: 41.7s 752: total: 41.9s remaining: 41.6s 753: total: 42s remaining: 41.6s 754: total: 42.1s remaining: 41.5s 755: total: 42.1s remaining: 41.5s 756: total: 42.2s remaining: 41.4s 757: total: 42.3s remaining: 41.4s 758: total: 42.3s remaining: 41.3s 759: total: 42.4s remaining: 41.3s 760: total: 42.4s remaining: 41.2s 761: total: 42.5s remaining: 41.2s 762: total: 42.6s remaining: 41.1s 763: total: 42.6s remaining: 41.1s 764: total: 42.7s remaining: 41s 765: total: 42.7s remaining: 41s 766: total: 42.8s remaining: 40.9s 767: total: 42.8s remaining: 40.8s 768: total: 42.9s remaining: 40.8s 769: total: 43s remaining: 40.7s 770: total: 43s remaining: 40.7s 771: total: 43.1s remaining: 40.6s 772: total: 43.1s remaining: 40.6s 773: total: 43.2s remaining: 40.5s 774: total: 43.2s remaining: 40.4s 775: total: 43.3s remaining: 40.4s 776: total: 43.3s remaining: 40.3s 777: total: 43.4s remaining: 40.3s 778: total: 43.4s remaining: 40.2s 779: total: 43.5s remaining: 40.1s 780: total: 43.5s remaining: 40.1s 781: total: 43.6s remaining: 40s 782: total: 43.7s remaining: 40s 783: total: 43.7s remaining: 39.9s 784: total: 43.8s remaining: 39.9s 785: total: 43.8s remaining: 39.8s 786: total: 43.9s remaining: 39.7s 787: total: 43.9s remaining: 39.7s 788: total: 44s remaining: 39.6s 789: total: 44s remaining: 39.6s 790: total: 44.1s remaining: 39.5s 791: total: 44.1s remaining: 39.4s 792: total: 44.2s remaining: 39.4s 793: total: 44.2s remaining: 39.3s 794: total: 44.3s remaining: 39.3s 795: total: 44.3s remaining: 39.2s 796: total: 44.4s remaining: 39.1s 797: total: 44.4s remaining: 39.1s 798: total: 44.5s remaining: 39s 799: total: 44.5s remaining: 39s 800: total: 44.6s remaining: 38.9s 801: total: 44.7s remaining: 38.9s 802: total: 44.7s remaining: 38.8s 803: total: 44.8s remaining: 38.8s 804: total: 44.8s remaining: 38.7s 805: total: 44.9s remaining: 38.6s 806: total: 44.9s remaining: 38.6s 807: total: 45s remaining: 38.5s 808: total: 45.1s remaining: 38.5s 809: total: 45.1s remaining: 38.4s 810: total: 45.2s remaining: 38.4s 811: total: 45.2s remaining: 38.3s 812: total: 45.3s remaining: 38.3s 813: total: 45.3s remaining: 38.2s 814: total: 45.4s remaining: 38.1s 815: total: 45.4s remaining: 38.1s 816: total: 45.5s remaining: 38s 817: total: 45.5s remaining: 37.9s 818: total: 45.6s remaining: 37.9s 819: total: 45.6s remaining: 37.8s 820: total: 45.7s remaining: 37.8s 821: total: 45.7s remaining: 37.7s 822: total: 45.8s remaining: 37.7s 823: total: 45.8s remaining: 37.6s 824: total: 45.9s remaining: 37.5s 825: total: 45.9s remaining: 37.5s 826: total: 46s remaining: 37.4s 827: total: 46s remaining: 37.4s 828: total: 46.1s remaining: 37.3s 829: total: 46.1s remaining: 37.2s 830: total: 46.2s remaining: 37.2s 831: total: 46.2s remaining: 37.1s 832: total: 46.3s remaining: 37.1s 833: total: 46.3s remaining: 37s 834: total: 46.4s remaining: 36.9s 835: total: 46.4s remaining: 36.9s 836: total: 46.5s remaining: 36.8s 837: total: 46.5s remaining: 36.8s 838: total: 46.6s remaining: 36.7s 839: total: 46.6s remaining: 36.6s 840: total: 46.7s remaining: 36.6s 841: total: 46.7s remaining: 36.5s 842: total: 46.8s remaining: 36.5s 843: total: 46.9s remaining: 36.4s 844: total: 46.9s remaining: 36.4s 845: total: 47s remaining: 36.3s 846: total: 47s remaining: 36.2s 847: total: 47.1s remaining: 36.2s 848: total: 47.1s remaining: 36.1s 849: total: 47.2s remaining: 36.1s 850: total: 47.2s remaining: 36s 851: total: 47.3s remaining: 36s 852: total: 47.3s remaining: 35.9s 853: total: 47.4s remaining: 35.8s 854: total: 47.4s remaining: 35.8s 855: total: 47.5s remaining: 35.7s 856: total: 47.5s remaining: 35.7s 857: total: 47.6s remaining: 35.6s 858: total: 47.6s remaining: 35.5s 859: total: 47.7s remaining: 35.5s 860: total: 47.7s remaining: 35.4s 861: total: 47.8s remaining: 35.4s 862: total: 47.8s remaining: 35.3s 863: total: 47.9s remaining: 35.2s 864: total: 47.9s remaining: 35.2s 865: total: 48s remaining: 35.1s 866: total: 48s remaining: 35.1s 867: total: 48.1s remaining: 35s 868: total: 48.1s remaining: 34.9s 869: total: 48.2s remaining: 34.9s 870: total: 48.2s remaining: 34.8s 871: total: 48.3s remaining: 34.8s 872: total: 48.3s remaining: 34.7s 873: total: 48.3s remaining: 34.6s 874: total: 48.4s remaining: 34.6s 875: total: 48.4s remaining: 34.5s 876: total: 48.5s remaining: 34.5s 877: total: 48.5s remaining: 34.4s 878: total: 48.6s remaining: 34.3s 879: total: 48.7s remaining: 34.3s 880: total: 48.7s remaining: 34.2s 881: total: 48.8s remaining: 34.2s 882: total: 48.8s remaining: 34.1s 883: total: 48.9s remaining: 34s 884: total: 48.9s remaining: 34s 885: total: 49s remaining: 33.9s 886: total: 49s remaining: 33.9s 887: total: 49.1s remaining: 33.8s 888: total: 49.1s remaining: 33.8s 889: total: 49.1s remaining: 33.7s 890: total: 49.2s remaining: 33.6s 891: total: 49.2s remaining: 33.6s 892: total: 49.3s remaining: 33.5s 893: total: 49.3s remaining: 33.4s 894: total: 49.4s remaining: 33.4s 895: total: 49.5s remaining: 33.3s 896: total: 49.5s remaining: 33.3s 897: total: 49.6s remaining: 33.2s 898: total: 49.6s remaining: 33.2s 899: total: 49.7s remaining: 33.1s 900: total: 49.7s remaining: 33s 901: total: 49.8s remaining: 33s 902: total: 49.8s remaining: 32.9s 903: total: 49.9s remaining: 32.9s 904: total: 49.9s remaining: 32.8s 905: total: 50s remaining: 32.8s 906: total: 50s remaining: 32.7s 907: total: 50.1s remaining: 32.7s 908: total: 50.2s remaining: 32.6s 909: total: 50.2s remaining: 32.6s 910: total: 50.3s remaining: 32.5s 911: total: 50.3s remaining: 32.4s 912: total: 50.4s remaining: 32.4s 913: total: 50.4s remaining: 32.3s 914: total: 50.5s remaining: 32.3s 915: total: 50.5s remaining: 32.2s 916: total: 50.5s remaining: 32.1s 917: total: 50.6s remaining: 32.1s 918: total: 50.6s remaining: 32s 919: total: 50.7s remaining: 31.9s 920: total: 50.7s remaining: 31.9s 921: total: 50.8s remaining: 31.8s 922: total: 50.8s remaining: 31.8s 923: total: 50.9s remaining: 31.7s 924: total: 50.9s remaining: 31.7s 925: total: 51s remaining: 31.6s 926: total: 51.1s remaining: 31.6s 927: total: 51.2s remaining: 31.5s 928: total: 51.2s remaining: 31.5s 929: total: 51.3s remaining: 31.4s 930: total: 51.3s remaining: 31.4s 931: total: 51.3s remaining: 31.3s 932: total: 51.4s remaining: 31.2s 933: total: 51.5s remaining: 31.2s 934: total: 51.5s remaining: 31.1s 935: total: 51.6s remaining: 31.1s 936: total: 51.6s remaining: 31s 937: total: 51.7s remaining: 31s 938: total: 51.7s remaining: 30.9s 939: total: 51.8s remaining: 30.8s 940: total: 51.8s remaining: 30.8s 941: total: 51.9s remaining: 30.7s 942: total: 51.9s remaining: 30.7s 943: total: 52s remaining: 30.6s 944: total: 52s remaining: 30.6s 945: total: 52.1s remaining: 30.5s 946: total: 52.1s remaining: 30.4s 947: total: 52.2s remaining: 30.4s 948: total: 52.2s remaining: 30.3s 949: total: 52.3s remaining: 30.3s 950: total: 52.3s remaining: 30.2s 951: total: 52.4s remaining: 30.2s 952: total: 52.4s remaining: 30.1s 953: total: 52.5s remaining: 30s 954: total: 52.5s remaining: 30s 955: total: 52.6s remaining: 29.9s 956: total: 52.7s remaining: 29.9s 957: total: 52.7s remaining: 29.8s 958: total: 52.8s remaining: 29.8s 959: total: 52.8s remaining: 29.7s 960: total: 52.9s remaining: 29.7s 961: total: 52.9s remaining: 29.6s 962: total: 53s remaining: 29.6s 963: total: 53.1s remaining: 29.5s 964: total: 53.1s remaining: 29.4s 965: total: 53.2s remaining: 29.4s 966: total: 53.2s remaining: 29.3s 967: total: 53.3s remaining: 29.3s 968: total: 53.3s remaining: 29.2s 969: total: 53.4s remaining: 29.2s 970: total: 53.4s remaining: 29.1s 971: total: 53.5s remaining: 29.1s 972: total: 53.6s remaining: 29s 973: total: 53.6s remaining: 29s 974: total: 53.7s remaining: 28.9s 975: total: 53.8s remaining: 28.9s 976: total: 53.8s remaining: 28.8s 977: total: 53.9s remaining: 28.7s 978: total: 53.9s remaining: 28.7s 979: total: 54s remaining: 28.6s 980: total: 54s remaining: 28.6s 981: total: 54.1s remaining: 28.5s 982: total: 54.2s remaining: 28.5s 983: total: 54.2s remaining: 28.4s 984: total: 54.3s remaining: 28.4s 985: total: 54.3s remaining: 28.3s 986: total: 54.4s remaining: 28.3s 987: total: 54.4s remaining: 28.2s 988: total: 54.5s remaining: 28.1s 989: total: 54.5s remaining: 28.1s 990: total: 54.6s remaining: 28s 991: total: 54.6s remaining: 28s 992: total: 54.7s remaining: 27.9s 993: total: 54.8s remaining: 27.9s 994: total: 54.8s remaining: 27.8s 995: total: 54.9s remaining: 27.8s 996: total: 54.9s remaining: 27.7s 997: total: 55s remaining: 27.7s 998: total: 55s remaining: 27.6s 999: total: 55.1s remaining: 27.5s 1000: total: 55.1s remaining: 27.5s 1001: total: 55.2s remaining: 27.4s 1002: total: 55.2s remaining: 27.4s 1003: total: 55.3s remaining: 27.3s 1004: total: 55.3s remaining: 27.2s 1005: total: 55.4s remaining: 27.2s 1006: total: 55.4s remaining: 27.1s 1007: total: 55.5s remaining: 27.1s 1008: total: 55.5s remaining: 27s 1009: total: 55.6s remaining: 27s 1010: total: 55.7s remaining: 26.9s 1011: total: 55.7s remaining: 26.9s 1012: total: 55.8s remaining: 26.8s 1013: total: 55.9s remaining: 26.8s 1014: total: 55.9s remaining: 26.7s 1015: total: 56s remaining: 26.7s 1016: total: 56s remaining: 26.6s 1017: total: 56.1s remaining: 26.6s 1018: total: 56.1s remaining: 26.5s 1019: total: 56.2s remaining: 26.4s 1020: total: 56.2s remaining: 26.4s 1021: total: 56.3s remaining: 26.3s 1022: total: 56.4s remaining: 26.3s 1023: total: 56.4s remaining: 26.2s 1024: total: 56.5s remaining: 26.2s 1025: total: 56.5s remaining: 26.1s 1026: total: 56.6s remaining: 26.1s 1027: total: 56.6s remaining: 26s 1028: total: 56.7s remaining: 25.9s 1029: total: 56.8s remaining: 25.9s 1030: total: 56.8s remaining: 25.8s 1031: total: 56.9s remaining: 25.8s 1032: total: 56.9s remaining: 25.7s 1033: total: 57s remaining: 25.7s 1034: total: 57s remaining: 25.6s 1035: total: 57.1s remaining: 25.6s 1036: total: 57.1s remaining: 25.5s 1037: total: 57.2s remaining: 25.4s 1038: total: 57.2s remaining: 25.4s 1039: total: 57.3s remaining: 25.3s 1040: total: 57.3s remaining: 25.3s 1041: total: 57.4s remaining: 25.2s 1042: total: 57.5s remaining: 25.2s 1043: total: 57.5s remaining: 25.1s 1044: total: 57.6s remaining: 25.1s 1045: total: 57.6s remaining: 25s 1046: total: 57.7s remaining: 25s 1047: total: 57.7s remaining: 24.9s 1048: total: 57.8s remaining: 24.8s 1049: total: 57.8s remaining: 24.8s 1050: total: 57.9s remaining: 24.7s 1051: total: 58s remaining: 24.7s 1052: total: 58s remaining: 24.6s 1053: total: 58.1s remaining: 24.6s 1054: total: 58.1s remaining: 24.5s 1055: total: 58.2s remaining: 24.5s 1056: total: 58.3s remaining: 24.4s 1057: total: 58.3s remaining: 24.4s 1058: total: 58.4s remaining: 24.3s 1059: total: 58.5s remaining: 24.3s 1060: total: 58.5s remaining: 24.2s 1061: total: 58.6s remaining: 24.2s 1062: total: 58.6s remaining: 24.1s 1063: total: 58.7s remaining: 24s 1064: total: 58.7s remaining: 24s 1065: total: 58.8s remaining: 23.9s 1066: total: 58.8s remaining: 23.9s 1067: total: 58.9s remaining: 23.8s 1068: total: 59s remaining: 23.8s 1069: total: 59s remaining: 23.7s 1070: total: 59.1s remaining: 23.7s 1071: total: 59.1s remaining: 23.6s 1072: total: 59.2s remaining: 23.6s 1073: total: 59.2s remaining: 23.5s 1074: total: 59.3s remaining: 23.4s 1075: total: 59.3s remaining: 23.4s 1076: total: 59.4s remaining: 23.3s 1077: total: 59.4s remaining: 23.3s 1078: total: 59.5s remaining: 23.2s 1079: total: 59.6s remaining: 23.2s 1080: total: 59.6s remaining: 23.1s 1081: total: 59.7s remaining: 23s 1082: total: 59.7s remaining: 23s 1083: total: 59.8s remaining: 22.9s 1084: total: 59.8s remaining: 22.9s 1085: total: 59.9s remaining: 22.8s 1086: total: 59.9s remaining: 22.8s 1087: total: 60s remaining: 22.7s 1088: total: 1m remaining: 22.6s 1089: total: 1m remaining: 22.6s 1090: total: 1m remaining: 22.5s 1091: total: 1m remaining: 22.5s 1092: total: 1m remaining: 22.4s 1093: total: 1m remaining: 22.4s 1094: total: 1m remaining: 22.3s 1095: total: 1m remaining: 22.3s 1096: total: 1m remaining: 22.2s 1097: total: 1m remaining: 22.1s 1098: total: 1m remaining: 22.1s 1099: total: 1m remaining: 22s 1100: total: 1m remaining: 22s 1101: total: 1m remaining: 21.9s 1102: total: 1m remaining: 21.9s 1103: total: 1m remaining: 21.8s 1104: total: 1m remaining: 21.8s 1105: total: 1m remaining: 21.7s 1106: total: 1m remaining: 21.6s 1107: total: 1m 1s remaining: 21.6s 1108: total: 1m 1s remaining: 21.5s 1109: total: 1m 1s remaining: 21.5s 1110: total: 1m 1s remaining: 21.4s 1111: total: 1m 1s remaining: 21.4s 1112: total: 1m 1s remaining: 21.3s 1113: total: 1m 1s remaining: 21.3s 1114: total: 1m 1s remaining: 21.2s 1115: total: 1m 1s remaining: 21.2s 1116: total: 1m 1s remaining: 21.1s 1117: total: 1m 1s remaining: 21.1s 1118: total: 1m 1s remaining: 21s 1119: total: 1m 1s remaining: 20.9s 1120: total: 1m 1s remaining: 20.9s 1121: total: 1m 1s remaining: 20.8s 1122: total: 1m 1s remaining: 20.8s 1123: total: 1m 1s remaining: 20.7s 1124: total: 1m 1s remaining: 20.7s 1125: total: 1m 2s remaining: 20.6s 1126: total: 1m 2s remaining: 20.5s 1127: total: 1m 2s remaining: 20.5s 1128: total: 1m 2s remaining: 20.4s 1129: total: 1m 2s remaining: 20.4s 1130: total: 1m 2s remaining: 20.3s 1131: total: 1m 2s remaining: 20.3s 1132: total: 1m 2s remaining: 20.2s 1133: total: 1m 2s remaining: 20.2s 1134: total: 1m 2s remaining: 20.1s 1135: total: 1m 2s remaining: 20.1s 1136: total: 1m 2s remaining: 20s 1137: total: 1m 2s remaining: 19.9s 1138: total: 1m 2s remaining: 19.9s 1139: total: 1m 2s remaining: 19.8s 1140: total: 1m 2s remaining: 19.8s 1141: total: 1m 2s remaining: 19.7s 1142: total: 1m 2s remaining: 19.7s 1143: total: 1m 3s remaining: 19.6s 1144: total: 1m 3s remaining: 19.6s 1145: total: 1m 3s remaining: 19.5s 1146: total: 1m 3s remaining: 19.4s 1147: total: 1m 3s remaining: 19.4s 1148: total: 1m 3s remaining: 19.3s 1149: total: 1m 3s remaining: 19.3s 1150: total: 1m 3s remaining: 19.2s 1151: total: 1m 3s remaining: 19.2s 1152: total: 1m 3s remaining: 19.1s 1153: total: 1m 3s remaining: 19.1s 1154: total: 1m 3s remaining: 19s 1155: total: 1m 3s remaining: 18.9s 1156: total: 1m 3s remaining: 18.9s 1157: total: 1m 3s remaining: 18.8s 1158: total: 1m 3s remaining: 18.8s 1159: total: 1m 3s remaining: 18.7s 1160: total: 1m 3s remaining: 18.7s 1161: total: 1m 3s remaining: 18.6s 1162: total: 1m 4s remaining: 18.6s 1163: total: 1m 4s remaining: 18.5s 1164: total: 1m 4s remaining: 18.4s 1165: total: 1m 4s remaining: 18.4s 1166: total: 1m 4s remaining: 18.3s 1167: total: 1m 4s remaining: 18.3s 1168: total: 1m 4s remaining: 18.2s 1169: total: 1m 4s remaining: 18.2s 1170: total: 1m 4s remaining: 18.1s 1171: total: 1m 4s remaining: 18.1s 1172: total: 1m 4s remaining: 18s 1173: total: 1m 4s remaining: 18s 1174: total: 1m 4s remaining: 17.9s 1175: total: 1m 4s remaining: 17.8s 1176: total: 1m 4s remaining: 17.8s 1177: total: 1m 4s remaining: 17.7s 1178: total: 1m 4s remaining: 17.7s 1179: total: 1m 4s remaining: 17.6s 1180: total: 1m 5s remaining: 17.6s 1181: total: 1m 5s remaining: 17.5s 1182: total: 1m 5s remaining: 17.5s 1183: total: 1m 5s remaining: 17.4s 1184: total: 1m 5s remaining: 17.3s 1185: total: 1m 5s remaining: 17.3s 1186: total: 1m 5s remaining: 17.2s 1187: total: 1m 5s remaining: 17.2s 1188: total: 1m 5s remaining: 17.1s 1189: total: 1m 5s remaining: 17.1s 1190: total: 1m 5s remaining: 17s 1191: total: 1m 5s remaining: 17s 1192: total: 1m 5s remaining: 16.9s 1193: total: 1m 5s remaining: 16.8s 1194: total: 1m 5s remaining: 16.8s 1195: total: 1m 5s remaining: 16.7s 1196: total: 1m 5s remaining: 16.7s 1197: total: 1m 5s remaining: 16.6s 1198: total: 1m 5s remaining: 16.6s 1199: total: 1m 6s remaining: 16.5s 1200: total: 1m 6s remaining: 16.5s 1201: total: 1m 6s remaining: 16.4s 1202: total: 1m 6s remaining: 16.4s 1203: total: 1m 6s remaining: 16.3s 1204: total: 1m 6s remaining: 16.2s 1205: total: 1m 6s remaining: 16.2s 1206: total: 1m 6s remaining: 16.1s 1207: total: 1m 6s remaining: 16.1s 1208: total: 1m 6s remaining: 16s 1209: total: 1m 6s remaining: 16s 1210: total: 1m 6s remaining: 15.9s 1211: total: 1m 6s remaining: 15.9s 1212: total: 1m 6s remaining: 15.8s 1213: total: 1m 6s remaining: 15.7s 1214: total: 1m 6s remaining: 15.7s 1215: total: 1m 6s remaining: 15.6s 1216: total: 1m 7s remaining: 15.6s 1217: total: 1m 7s remaining: 15.5s 1218: total: 1m 7s remaining: 15.5s 1219: total: 1m 7s remaining: 15.4s 1220: total: 1m 7s remaining: 15.4s 1221: total: 1m 7s remaining: 15.3s 1222: total: 1m 7s remaining: 15.2s 1223: total: 1m 7s remaining: 15.2s 1224: total: 1m 7s remaining: 15.1s 1225: total: 1m 7s remaining: 15.1s 1226: total: 1m 7s remaining: 15s 1227: total: 1m 7s remaining: 15s 1228: total: 1m 7s remaining: 14.9s 1229: total: 1m 7s remaining: 14.9s 1230: total: 1m 7s remaining: 14.8s 1231: total: 1m 7s remaining: 14.8s 1232: total: 1m 7s remaining: 14.7s 1233: total: 1m 7s remaining: 14.6s 1234: total: 1m 7s remaining: 14.6s 1235: total: 1m 8s remaining: 14.5s 1236: total: 1m 8s remaining: 14.5s 1237: total: 1m 8s remaining: 14.4s 1238: total: 1m 8s remaining: 14.4s 1239: total: 1m 8s remaining: 14.3s 1240: total: 1m 8s remaining: 14.3s 1241: total: 1m 8s remaining: 14.2s 1242: total: 1m 8s remaining: 14.1s 1243: total: 1m 8s remaining: 14.1s 1244: total: 1m 8s remaining: 14s 1245: total: 1m 8s remaining: 14s 1246: total: 1m 8s remaining: 13.9s 1247: total: 1m 8s remaining: 13.9s 1248: total: 1m 8s remaining: 13.8s 1249: total: 1m 8s remaining: 13.8s 1250: total: 1m 8s remaining: 13.7s 1251: total: 1m 8s remaining: 13.7s 1252: total: 1m 8s remaining: 13.6s 1253: total: 1m 9s remaining: 13.5s 1254: total: 1m 9s remaining: 13.5s 1255: total: 1m 9s remaining: 13.4s 1256: total: 1m 9s remaining: 13.4s 1257: total: 1m 9s remaining: 13.3s 1258: total: 1m 9s remaining: 13.3s 1259: total: 1m 9s remaining: 13.2s 1260: total: 1m 9s remaining: 13.2s 1261: total: 1m 9s remaining: 13.1s 1262: total: 1m 9s remaining: 13s 1263: total: 1m 9s remaining: 13s 1264: total: 1m 9s remaining: 12.9s 1265: total: 1m 9s remaining: 12.9s 1266: total: 1m 9s remaining: 12.8s 1267: total: 1m 9s remaining: 12.8s 1268: total: 1m 9s remaining: 12.7s 1269: total: 1m 9s remaining: 12.7s 1270: total: 1m 9s remaining: 12.6s 1271: total: 1m 10s remaining: 12.6s 1272: total: 1m 10s remaining: 12.5s 1273: total: 1m 10s remaining: 12.4s 1274: total: 1m 10s remaining: 12.4s 1275: total: 1m 10s remaining: 12.3s 1276: total: 1m 10s remaining: 12.3s 1277: total: 1m 10s remaining: 12.2s 1278: total: 1m 10s remaining: 12.2s 1279: total: 1m 10s remaining: 12.1s 1280: total: 1m 10s remaining: 12.1s 1281: total: 1m 10s remaining: 12s 1282: total: 1m 10s remaining: 12s 1283: total: 1m 10s remaining: 11.9s 1284: total: 1m 10s remaining: 11.8s 1285: total: 1m 10s remaining: 11.8s 1286: total: 1m 10s remaining: 11.7s 1287: total: 1m 10s remaining: 11.7s 1288: total: 1m 11s remaining: 11.6s 1289: total: 1m 11s remaining: 11.6s 1290: total: 1m 11s remaining: 11.5s 1291: total: 1m 11s remaining: 11.5s 1292: total: 1m 11s remaining: 11.4s 1293: total: 1m 11s remaining: 11.3s 1294: total: 1m 11s remaining: 11.3s 1295: total: 1m 11s remaining: 11.3s 1296: total: 1m 11s remaining: 11.2s 1297: total: 1m 11s remaining: 11.1s 1298: total: 1m 11s remaining: 11.1s 1299: total: 1m 11s remaining: 11s 1300: total: 1m 11s remaining: 11s 1301: total: 1m 11s remaining: 10.9s 1302: total: 1m 11s remaining: 10.9s 1303: total: 1m 11s remaining: 10.8s 1304: total: 1m 12s remaining: 10.8s 1305: total: 1m 12s remaining: 10.7s 1306: total: 1m 12s remaining: 10.7s 1307: total: 1m 12s remaining: 10.6s 1308: total: 1m 12s remaining: 10.5s 1309: total: 1m 12s remaining: 10.5s 1310: total: 1m 12s remaining: 10.4s 1311: total: 1m 12s remaining: 10.4s 1312: total: 1m 12s remaining: 10.3s 1313: total: 1m 12s remaining: 10.3s 1314: total: 1m 12s remaining: 10.2s 1315: total: 1m 12s remaining: 10.2s 1316: total: 1m 12s remaining: 10.1s 1317: total: 1m 12s remaining: 10s 1318: total: 1m 12s remaining: 9.99s 1319: total: 1m 12s remaining: 9.94s 1320: total: 1m 12s remaining: 9.88s 1321: total: 1m 12s remaining: 9.83s 1322: total: 1m 13s remaining: 9.77s 1323: total: 1m 13s remaining: 9.71s 1324: total: 1m 13s remaining: 9.66s 1325: total: 1m 13s remaining: 9.61s 1326: total: 1m 13s remaining: 9.55s 1327: total: 1m 13s remaining: 9.5s 1328: total: 1m 13s remaining: 9.44s 1329: total: 1m 13s remaining: 9.38s 1330: total: 1m 13s remaining: 9.33s 1331: total: 1m 13s remaining: 9.28s 1332: total: 1m 13s remaining: 9.22s 1333: total: 1m 13s remaining: 9.16s 1334: total: 1m 13s remaining: 9.11s 1335: total: 1m 13s remaining: 9.05s 1336: total: 1m 13s remaining: 9s 1337: total: 1m 13s remaining: 8.95s 1338: total: 1m 13s remaining: 8.89s 1339: total: 1m 13s remaining: 8.83s 1340: total: 1m 14s remaining: 8.78s 1341: total: 1m 14s remaining: 8.72s 1342: total: 1m 14s remaining: 8.67s 1343: total: 1m 14s remaining: 8.61s 1344: total: 1m 14s remaining: 8.56s 1345: total: 1m 14s remaining: 8.5s 1346: total: 1m 14s remaining: 8.45s 1347: total: 1m 14s remaining: 8.39s 1348: total: 1m 14s remaining: 8.34s 1349: total: 1m 14s remaining: 8.28s 1350: total: 1m 14s remaining: 8.23s 1351: total: 1m 14s remaining: 8.18s 1352: total: 1m 14s remaining: 8.12s 1353: total: 1m 14s remaining: 8.06s 1354: total: 1m 14s remaining: 8.01s 1355: total: 1m 14s remaining: 7.96s 1356: total: 1m 14s remaining: 7.9s 1357: total: 1m 15s remaining: 7.84s 1358: total: 1m 15s remaining: 7.79s 1359: total: 1m 15s remaining: 7.73s 1360: total: 1m 15s remaining: 7.68s 1361: total: 1m 15s remaining: 7.62s 1362: total: 1m 15s remaining: 7.57s 1363: total: 1m 15s remaining: 7.51s 1364: total: 1m 15s remaining: 7.46s 1365: total: 1m 15s remaining: 7.4s 1366: total: 1m 15s remaining: 7.35s 1367: total: 1m 15s remaining: 7.29s 1368: total: 1m 15s remaining: 7.24s 1369: total: 1m 15s remaining: 7.18s 1370: total: 1m 15s remaining: 7.13s 1371: total: 1m 15s remaining: 7.07s 1372: total: 1m 15s remaining: 7.02s 1373: total: 1m 15s remaining: 6.96s 1374: total: 1m 15s remaining: 6.91s 1375: total: 1m 16s remaining: 6.85s 1376: total: 1m 16s remaining: 6.79s 1377: total: 1m 16s remaining: 6.74s 1378: total: 1m 16s remaining: 6.68s 1379: total: 1m 16s remaining: 6.63s 1380: total: 1m 16s remaining: 6.57s 1381: total: 1m 16s remaining: 6.51s 1382: total: 1m 16s remaining: 6.46s 1383: total: 1m 16s remaining: 6.4s 1384: total: 1m 16s remaining: 6.35s 1385: total: 1m 16s remaining: 6.29s 1386: total: 1m 16s remaining: 6.24s 1387: total: 1m 16s remaining: 6.18s 1388: total: 1m 16s remaining: 6.13s 1389: total: 1m 16s remaining: 6.07s 1390: total: 1m 16s remaining: 6.02s 1391: total: 1m 16s remaining: 5.96s 1392: total: 1m 16s remaining: 5.91s 1393: total: 1m 16s remaining: 5.85s 1394: total: 1m 16s remaining: 5.79s 1395: total: 1m 17s remaining: 5.74s 1396: total: 1m 17s remaining: 5.68s 1397: total: 1m 17s remaining: 5.63s 1398: total: 1m 17s remaining: 5.57s 1399: total: 1m 17s remaining: 5.52s 1400: total: 1m 17s remaining: 5.46s 1401: total: 1m 17s remaining: 5.41s 1402: total: 1m 17s remaining: 5.35s 1403: total: 1m 17s remaining: 5.29s 1404: total: 1m 17s remaining: 5.24s 1405: total: 1m 17s remaining: 5.18s 1406: total: 1m 17s remaining: 5.13s 1407: total: 1m 17s remaining: 5.07s 1408: total: 1m 17s remaining: 5.01s 1409: total: 1m 17s remaining: 4.96s 1410: total: 1m 17s remaining: 4.9s 1411: total: 1m 17s remaining: 4.85s 1412: total: 1m 17s remaining: 4.79s 1413: total: 1m 17s remaining: 4.74s 1414: total: 1m 17s remaining: 4.68s 1415: total: 1m 18s remaining: 4.63s 1416: total: 1m 18s remaining: 4.57s 1417: total: 1m 18s remaining: 4.52s 1418: total: 1m 18s remaining: 4.46s 1419: total: 1m 18s remaining: 4.41s 1420: total: 1m 18s remaining: 4.35s 1421: total: 1m 18s remaining: 4.3s 1422: total: 1m 18s remaining: 4.24s 1423: total: 1m 18s remaining: 4.19s 1424: total: 1m 18s remaining: 4.13s 1425: total: 1m 18s remaining: 4.08s 1426: total: 1m 18s remaining: 4.02s 1427: total: 1m 18s remaining: 3.96s 1428: total: 1m 18s remaining: 3.91s 1429: total: 1m 18s remaining: 3.85s 1430: total: 1m 18s remaining: 3.8s 1431: total: 1m 18s remaining: 3.74s 1432: total: 1m 18s remaining: 3.69s 1433: total: 1m 18s remaining: 3.63s 1434: total: 1m 19s remaining: 3.58s 1435: total: 1m 19s remaining: 3.52s 1436: total: 1m 19s remaining: 3.47s 1437: total: 1m 19s remaining: 3.41s 1438: total: 1m 19s remaining: 3.36s 1439: total: 1m 19s remaining: 3.3s 1440: total: 1m 19s remaining: 3.25s 1441: total: 1m 19s remaining: 3.19s 1442: total: 1m 19s remaining: 3.14s 1443: total: 1m 19s remaining: 3.08s 1444: total: 1m 19s remaining: 3.03s 1445: total: 1m 19s remaining: 2.97s 1446: total: 1m 19s remaining: 2.92s 1447: total: 1m 19s remaining: 2.86s 1448: total: 1m 19s remaining: 2.81s 1449: total: 1m 19s remaining: 2.75s 1450: total: 1m 19s remaining: 2.7s 1451: total: 1m 19s remaining: 2.64s 1452: total: 1m 19s remaining: 2.59s 1453: total: 1m 20s remaining: 2.53s 1454: total: 1m 20s remaining: 2.48s 1455: total: 1m 20s remaining: 2.42s 1456: total: 1m 20s remaining: 2.37s 1457: total: 1m 20s remaining: 2.31s 1458: total: 1m 20s remaining: 2.25s 1459: total: 1m 20s remaining: 2.2s 1460: total: 1m 20s remaining: 2.14s 1461: total: 1m 20s remaining: 2.09s 1462: total: 1m 20s remaining: 2.03s 1463: total: 1m 20s remaining: 1.98s 1464: total: 1m 20s remaining: 1.92s 1465: total: 1m 20s remaining: 1.87s 1466: total: 1m 20s remaining: 1.81s 1467: total: 1m 20s remaining: 1.76s 1468: total: 1m 20s remaining: 1.7s 1469: total: 1m 20s remaining: 1.65s 1470: total: 1m 20s remaining: 1.59s 1471: total: 1m 20s remaining: 1.54s 1472: total: 1m 20s remaining: 1.48s 1473: total: 1m 20s remaining: 1.43s 1474: total: 1m 21s remaining: 1.37s 1475: total: 1m 21s remaining: 1.32s 1476: total: 1m 21s remaining: 1.26s 1477: total: 1m 21s remaining: 1.21s 1478: total: 1m 21s remaining: 1.15s 1479: total: 1m 21s remaining: 1.1s 1480: total: 1m 21s remaining: 1.04s 1481: total: 1m 21s remaining: 988ms 1482: total: 1m 21s remaining: 933ms 1483: total: 1m 21s remaining: 878ms 1484: total: 1m 21s remaining: 823ms 1485: total: 1m 21s remaining: 768ms 1486: total: 1m 21s remaining: 713ms 1487: total: 1m 21s remaining: 659ms 1488: total: 1m 21s remaining: 604ms 1489: total: 1m 21s remaining: 549ms 1490: total: 1m 21s remaining: 494ms 1491: total: 1m 21s remaining: 439ms 1492: total: 1m 21s remaining: 384ms 1493: total: 1m 21s remaining: 329ms 1494: total: 1m 22s remaining: 274ms 1495: total: 1m 22s remaining: 219ms 1496: total: 1m 22s remaining: 165ms 1497: total: 1m 22s remaining: 110ms 1498: total: 1m 22s remaining: 54.9ms 1499: total: 1m 22s remaining: 0us [Voting] ...................... (4 of 4) Processing cat, total= 1.4min [Voting] ...................... (1 of 4) Processing ada, total= 4.3s [Voting] ...................... (2 of 4) Processing xgb, total= 8.0s [LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[Voting] ...................... (3 of 4) Processing lgb, total= 1.9s Learning rate set to 0.021203 0: total: 56.8ms remaining: 1m 25s 1: total: 120ms remaining: 1m 29s 2: total: 193ms remaining: 1m 36s
Default metric period is 5 because AUC is/are not implemented for GPU
3: total: 255ms remaining: 1m 35s 4: total: 316ms remaining: 1m 34s 5: total: 372ms remaining: 1m 32s 6: total: 427ms remaining: 1m 31s 7: total: 483ms remaining: 1m 30s 8: total: 542ms remaining: 1m 29s 9: total: 598ms remaining: 1m 29s 10: total: 653ms remaining: 1m 28s 11: total: 706ms remaining: 1m 27s 12: total: 767ms remaining: 1m 27s 13: total: 821ms remaining: 1m 27s 14: total: 877ms remaining: 1m 26s 15: total: 934ms remaining: 1m 26s 16: total: 995ms remaining: 1m 26s 17: total: 1.05s remaining: 1m 26s 18: total: 1.1s remaining: 1m 25s 19: total: 1.16s remaining: 1m 25s 20: total: 1.22s remaining: 1m 25s 21: total: 1.27s remaining: 1m 25s 22: total: 1.32s remaining: 1m 24s 23: total: 1.38s remaining: 1m 24s 24: total: 1.44s remaining: 1m 24s 25: total: 1.49s remaining: 1m 24s 26: total: 1.54s remaining: 1m 24s 27: total: 1.6s remaining: 1m 24s 28: total: 1.65s remaining: 1m 23s 29: total: 1.71s remaining: 1m 23s 30: total: 1.76s remaining: 1m 23s 31: total: 1.82s remaining: 1m 23s 32: total: 1.88s remaining: 1m 23s 33: total: 1.93s remaining: 1m 23s 34: total: 1.99s remaining: 1m 23s 35: total: 2.04s remaining: 1m 23s 36: total: 2.09s remaining: 1m 22s 37: total: 2.15s remaining: 1m 22s 38: total: 2.2s remaining: 1m 22s 39: total: 2.26s remaining: 1m 22s 40: total: 2.31s remaining: 1m 22s 41: total: 2.37s remaining: 1m 22s 42: total: 2.42s remaining: 1m 22s 43: total: 2.48s remaining: 1m 21s 44: total: 2.53s remaining: 1m 21s 45: total: 2.58s remaining: 1m 21s 46: total: 2.64s remaining: 1m 21s 47: total: 2.69s remaining: 1m 21s 48: total: 2.75s remaining: 1m 21s 49: total: 2.81s remaining: 1m 21s 50: total: 2.87s remaining: 1m 21s 51: total: 2.93s remaining: 1m 21s 52: total: 2.98s remaining: 1m 21s 53: total: 3.04s remaining: 1m 21s 54: total: 3.09s remaining: 1m 21s 55: total: 3.15s remaining: 1m 21s 56: total: 3.21s remaining: 1m 21s 57: total: 3.27s remaining: 1m 21s 58: total: 3.33s remaining: 1m 21s 59: total: 3.39s remaining: 1m 21s 60: total: 3.46s remaining: 1m 21s 61: total: 3.52s remaining: 1m 21s 62: total: 3.58s remaining: 1m 21s 63: total: 3.63s remaining: 1m 21s 64: total: 3.69s remaining: 1m 21s 65: total: 3.75s remaining: 1m 21s 66: total: 3.8s remaining: 1m 21s 67: total: 3.86s remaining: 1m 21s 68: total: 3.92s remaining: 1m 21s 69: total: 3.98s remaining: 1m 21s 70: total: 4.04s remaining: 1m 21s 71: total: 4.1s remaining: 1m 21s 72: total: 4.16s remaining: 1m 21s 73: total: 4.22s remaining: 1m 21s 74: total: 4.28s remaining: 1m 21s 75: total: 4.33s remaining: 1m 21s 76: total: 4.4s remaining: 1m 21s 77: total: 4.45s remaining: 1m 21s 78: total: 4.51s remaining: 1m 21s 79: total: 4.57s remaining: 1m 21s 80: total: 4.63s remaining: 1m 21s 81: total: 4.69s remaining: 1m 21s 82: total: 4.75s remaining: 1m 21s 83: total: 4.8s remaining: 1m 20s 84: total: 4.86s remaining: 1m 20s 85: total: 4.92s remaining: 1m 20s 86: total: 4.98s remaining: 1m 20s 87: total: 5.04s remaining: 1m 20s 88: total: 5.09s remaining: 1m 20s 89: total: 5.15s remaining: 1m 20s 90: total: 5.21s remaining: 1m 20s 91: total: 5.26s remaining: 1m 20s 92: total: 5.32s remaining: 1m 20s 93: total: 5.38s remaining: 1m 20s 94: total: 5.43s remaining: 1m 20s 95: total: 5.49s remaining: 1m 20s 96: total: 5.55s remaining: 1m 20s 97: total: 5.61s remaining: 1m 20s 98: total: 5.66s remaining: 1m 20s 99: total: 5.72s remaining: 1m 20s 100: total: 5.78s remaining: 1m 20s 101: total: 5.84s remaining: 1m 20s 102: total: 5.89s remaining: 1m 19s 103: total: 5.95s remaining: 1m 19s 104: total: 6.01s remaining: 1m 19s 105: total: 6.07s remaining: 1m 19s 106: total: 6.13s remaining: 1m 19s 107: total: 6.19s remaining: 1m 19s 108: total: 6.24s remaining: 1m 19s 109: total: 6.3s remaining: 1m 19s 110: total: 6.35s remaining: 1m 19s 111: total: 6.41s remaining: 1m 19s 112: total: 6.47s remaining: 1m 19s 113: total: 6.53s remaining: 1m 19s 114: total: 6.58s remaining: 1m 19s 115: total: 6.64s remaining: 1m 19s 116: total: 6.7s remaining: 1m 19s 117: total: 6.76s remaining: 1m 19s 118: total: 6.82s remaining: 1m 19s 119: total: 6.87s remaining: 1m 19s 120: total: 6.93s remaining: 1m 18s 121: total: 6.99s remaining: 1m 18s 122: total: 7.04s remaining: 1m 18s 123: total: 7.1s remaining: 1m 18s 124: total: 7.16s remaining: 1m 18s 125: total: 7.22s remaining: 1m 18s 126: total: 7.27s remaining: 1m 18s 127: total: 7.33s remaining: 1m 18s 128: total: 7.39s remaining: 1m 18s 129: total: 7.45s remaining: 1m 18s 130: total: 7.51s remaining: 1m 18s 131: total: 7.57s remaining: 1m 18s 132: total: 7.63s remaining: 1m 18s 133: total: 7.7s remaining: 1m 18s 134: total: 7.76s remaining: 1m 18s 135: total: 7.83s remaining: 1m 18s 136: total: 7.89s remaining: 1m 18s 137: total: 7.95s remaining: 1m 18s 138: total: 8s remaining: 1m 18s 139: total: 8.06s remaining: 1m 18s 140: total: 8.12s remaining: 1m 18s 141: total: 8.18s remaining: 1m 18s 142: total: 8.23s remaining: 1m 18s 143: total: 8.29s remaining: 1m 18s 144: total: 8.35s remaining: 1m 18s 145: total: 8.4s remaining: 1m 17s 146: total: 8.46s remaining: 1m 17s 147: total: 8.53s remaining: 1m 17s 148: total: 8.59s remaining: 1m 17s 149: total: 8.64s remaining: 1m 17s 150: total: 8.71s remaining: 1m 17s 151: total: 8.77s remaining: 1m 17s 152: total: 8.84s remaining: 1m 17s 153: total: 8.89s remaining: 1m 17s 154: total: 8.95s remaining: 1m 17s 155: total: 9s remaining: 1m 17s 156: total: 9.05s remaining: 1m 17s 157: total: 9.11s remaining: 1m 17s 158: total: 9.17s remaining: 1m 17s 159: total: 9.23s remaining: 1m 17s 160: total: 9.35s remaining: 1m 17s 161: total: 9.4s remaining: 1m 17s 162: total: 9.46s remaining: 1m 17s 163: total: 9.51s remaining: 1m 17s 164: total: 9.57s remaining: 1m 17s 165: total: 9.62s remaining: 1m 17s 166: total: 9.68s remaining: 1m 17s 167: total: 9.73s remaining: 1m 17s 168: total: 9.79s remaining: 1m 17s 169: total: 9.84s remaining: 1m 16s 170: total: 9.89s remaining: 1m 16s 171: total: 9.94s remaining: 1m 16s 172: total: 10s remaining: 1m 16s 173: total: 10s remaining: 1m 16s 174: total: 10.1s remaining: 1m 16s 175: total: 10.2s remaining: 1m 16s 176: total: 10.2s remaining: 1m 16s 177: total: 10.3s remaining: 1m 16s 178: total: 10.3s remaining: 1m 16s 179: total: 10.4s remaining: 1m 16s 180: total: 10.4s remaining: 1m 15s 181: total: 10.5s remaining: 1m 15s 182: total: 10.5s remaining: 1m 15s 183: total: 10.6s remaining: 1m 15s 184: total: 10.6s remaining: 1m 15s 185: total: 10.7s remaining: 1m 15s 186: total: 10.8s remaining: 1m 15s 187: total: 10.8s remaining: 1m 15s 188: total: 10.9s remaining: 1m 15s 189: total: 10.9s remaining: 1m 15s 190: total: 11s remaining: 1m 15s 191: total: 11s remaining: 1m 15s 192: total: 11.1s remaining: 1m 15s 193: total: 11.1s remaining: 1m 14s 194: total: 11.2s remaining: 1m 14s 195: total: 11.2s remaining: 1m 14s 196: total: 11.3s remaining: 1m 14s 197: total: 11.3s remaining: 1m 14s 198: total: 11.4s remaining: 1m 14s 199: total: 11.5s remaining: 1m 14s 200: total: 11.5s remaining: 1m 14s 201: total: 11.6s remaining: 1m 14s 202: total: 11.6s remaining: 1m 14s 203: total: 11.7s remaining: 1m 14s 204: total: 11.7s remaining: 1m 14s 205: total: 11.8s remaining: 1m 14s 206: total: 11.8s remaining: 1m 13s 207: total: 11.9s remaining: 1m 13s 208: total: 11.9s remaining: 1m 13s 209: total: 12s remaining: 1m 13s 210: total: 12s remaining: 1m 13s 211: total: 12.1s remaining: 1m 13s 212: total: 12.2s remaining: 1m 13s 213: total: 12.2s remaining: 1m 13s 214: total: 12.3s remaining: 1m 13s 215: total: 12.3s remaining: 1m 13s 216: total: 12.4s remaining: 1m 13s 217: total: 12.4s remaining: 1m 13s 218: total: 12.5s remaining: 1m 12s 219: total: 12.5s remaining: 1m 12s 220: total: 12.6s remaining: 1m 12s 221: total: 12.6s remaining: 1m 12s 222: total: 12.7s remaining: 1m 12s 223: total: 12.7s remaining: 1m 12s 224: total: 12.8s remaining: 1m 12s 225: total: 12.9s remaining: 1m 12s 226: total: 12.9s remaining: 1m 12s 227: total: 13s remaining: 1m 12s 228: total: 13s remaining: 1m 12s 229: total: 13.1s remaining: 1m 12s 230: total: 13.1s remaining: 1m 12s 231: total: 13.2s remaining: 1m 11s 232: total: 13.2s remaining: 1m 11s 233: total: 13.3s remaining: 1m 11s 234: total: 13.3s remaining: 1m 11s 235: total: 13.4s remaining: 1m 11s 236: total: 13.4s remaining: 1m 11s 237: total: 13.5s remaining: 1m 11s 238: total: 13.5s remaining: 1m 11s 239: total: 13.6s remaining: 1m 11s 240: total: 13.6s remaining: 1m 11s 241: total: 13.7s remaining: 1m 11s 242: total: 13.8s remaining: 1m 11s 243: total: 13.8s remaining: 1m 11s 244: total: 13.9s remaining: 1m 11s 245: total: 13.9s remaining: 1m 10s 246: total: 14s remaining: 1m 10s 247: total: 14s remaining: 1m 10s 248: total: 14.1s remaining: 1m 10s 249: total: 14.1s remaining: 1m 10s 250: total: 14.2s remaining: 1m 10s 251: total: 14.2s remaining: 1m 10s 252: total: 14.3s remaining: 1m 10s 253: total: 14.3s remaining: 1m 10s 254: total: 14.4s remaining: 1m 10s 255: total: 14.5s remaining: 1m 10s 256: total: 14.5s remaining: 1m 10s 257: total: 14.6s remaining: 1m 10s 258: total: 14.6s remaining: 1m 10s 259: total: 14.7s remaining: 1m 9s 260: total: 14.7s remaining: 1m 9s 261: total: 14.8s remaining: 1m 9s 262: total: 14.8s remaining: 1m 9s 263: total: 14.9s remaining: 1m 9s 264: total: 14.9s remaining: 1m 9s 265: total: 15s remaining: 1m 9s 266: total: 15s remaining: 1m 9s 267: total: 15.1s remaining: 1m 9s 268: total: 15.1s remaining: 1m 9s 269: total: 15.2s remaining: 1m 9s 270: total: 15.3s remaining: 1m 9s 271: total: 15.3s remaining: 1m 9s 272: total: 15.4s remaining: 1m 9s 273: total: 15.4s remaining: 1m 8s 274: total: 15.5s remaining: 1m 8s 275: total: 15.5s remaining: 1m 8s 276: total: 15.6s remaining: 1m 8s 277: total: 15.6s remaining: 1m 8s 278: total: 15.7s remaining: 1m 8s 279: total: 15.7s remaining: 1m 8s 280: total: 15.8s remaining: 1m 8s 281: total: 15.8s remaining: 1m 8s 282: total: 15.9s remaining: 1m 8s 283: total: 15.9s remaining: 1m 8s 284: total: 16s remaining: 1m 8s 285: total: 16s remaining: 1m 8s 286: total: 16.1s remaining: 1m 7s 287: total: 16.1s remaining: 1m 7s 288: total: 16.2s remaining: 1m 7s 289: total: 16.2s remaining: 1m 7s 290: total: 16.3s remaining: 1m 7s 291: total: 16.3s remaining: 1m 7s 292: total: 16.4s remaining: 1m 7s 293: total: 16.4s remaining: 1m 7s 294: total: 16.5s remaining: 1m 7s 295: total: 16.6s remaining: 1m 7s 296: total: 16.6s remaining: 1m 7s 297: total: 16.7s remaining: 1m 7s 298: total: 16.7s remaining: 1m 7s 299: total: 16.8s remaining: 1m 7s 300: total: 16.8s remaining: 1m 7s 301: total: 16.9s remaining: 1m 7s 302: total: 16.9s remaining: 1m 6s 303: total: 17s remaining: 1m 6s 304: total: 17.1s remaining: 1m 6s 305: total: 17.1s remaining: 1m 6s 306: total: 17.2s remaining: 1m 6s 307: total: 17.2s remaining: 1m 6s 308: total: 17.3s remaining: 1m 6s 309: total: 17.3s remaining: 1m 6s 310: total: 17.4s remaining: 1m 6s 311: total: 17.4s remaining: 1m 6s 312: total: 17.5s remaining: 1m 6s 313: total: 17.5s remaining: 1m 6s 314: total: 17.6s remaining: 1m 6s 315: total: 17.6s remaining: 1m 6s 316: total: 17.7s remaining: 1m 5s 317: total: 17.7s remaining: 1m 5s 318: total: 17.8s remaining: 1m 5s 319: total: 17.8s remaining: 1m 5s 320: total: 17.9s remaining: 1m 5s 321: total: 17.9s remaining: 1m 5s 322: total: 18s remaining: 1m 5s 323: total: 18.1s remaining: 1m 5s 324: total: 18.1s remaining: 1m 5s 325: total: 18.2s remaining: 1m 5s 326: total: 18.2s remaining: 1m 5s 327: total: 18.3s remaining: 1m 5s 328: total: 18.3s remaining: 1m 5s 329: total: 18.4s remaining: 1m 5s 330: total: 18.4s remaining: 1m 5s 331: total: 18.5s remaining: 1m 5s 332: total: 18.5s remaining: 1m 4s 333: total: 18.6s remaining: 1m 4s 334: total: 18.6s remaining: 1m 4s 335: total: 18.7s remaining: 1m 4s 336: total: 18.7s remaining: 1m 4s 337: total: 18.8s remaining: 1m 4s 338: total: 18.8s remaining: 1m 4s 339: total: 18.9s remaining: 1m 4s 340: total: 19s remaining: 1m 4s 341: total: 19s remaining: 1m 4s 342: total: 19.1s remaining: 1m 4s 343: total: 19.1s remaining: 1m 4s 344: total: 19.2s remaining: 1m 4s 345: total: 19.2s remaining: 1m 4s 346: total: 19.3s remaining: 1m 4s 347: total: 19.3s remaining: 1m 4s 348: total: 19.4s remaining: 1m 3s 349: total: 19.5s remaining: 1m 3s 350: total: 19.5s remaining: 1m 3s 351: total: 19.6s remaining: 1m 3s 352: total: 19.7s remaining: 1m 4s 353: total: 19.8s remaining: 1m 3s 354: total: 19.8s remaining: 1m 3s 355: total: 19.9s remaining: 1m 3s 356: total: 19.9s remaining: 1m 3s 357: total: 20s remaining: 1m 3s 358: total: 20.1s remaining: 1m 3s 359: total: 20.1s remaining: 1m 3s 360: total: 20.2s remaining: 1m 3s 361: total: 20.2s remaining: 1m 3s 362: total: 20.3s remaining: 1m 3s 363: total: 20.3s remaining: 1m 3s 364: total: 20.4s remaining: 1m 3s 365: total: 20.5s remaining: 1m 3s 366: total: 20.5s remaining: 1m 3s 367: total: 20.6s remaining: 1m 3s 368: total: 20.6s remaining: 1m 3s 369: total: 20.7s remaining: 1m 3s 370: total: 20.7s remaining: 1m 3s 371: total: 20.8s remaining: 1m 3s 372: total: 20.9s remaining: 1m 3s 373: total: 20.9s remaining: 1m 2s 374: total: 21s remaining: 1m 2s 375: total: 21.1s remaining: 1m 2s 376: total: 21.1s remaining: 1m 2s 377: total: 21.2s remaining: 1m 2s 378: total: 21.2s remaining: 1m 2s 379: total: 21.3s remaining: 1m 2s 380: total: 21.3s remaining: 1m 2s 381: total: 21.4s remaining: 1m 2s 382: total: 21.5s remaining: 1m 2s 383: total: 21.5s remaining: 1m 2s 384: total: 21.6s remaining: 1m 2s 385: total: 21.6s remaining: 1m 2s 386: total: 21.7s remaining: 1m 2s 387: total: 21.8s remaining: 1m 2s 388: total: 21.8s remaining: 1m 2s 389: total: 21.9s remaining: 1m 2s 390: total: 21.9s remaining: 1m 2s 391: total: 22s remaining: 1m 2s 392: total: 22.1s remaining: 1m 2s 393: total: 22.1s remaining: 1m 2s 394: total: 22.2s remaining: 1m 2s 395: total: 22.2s remaining: 1m 2s 396: total: 22.3s remaining: 1m 1s 397: total: 22.4s remaining: 1m 1s 398: total: 22.4s remaining: 1m 1s 399: total: 22.5s remaining: 1m 1s 400: total: 22.6s remaining: 1m 1s 401: total: 22.6s remaining: 1m 1s 402: total: 22.7s remaining: 1m 1s 403: total: 22.7s remaining: 1m 1s 404: total: 22.8s remaining: 1m 1s 405: total: 22.9s remaining: 1m 1s 406: total: 22.9s remaining: 1m 1s 407: total: 23s remaining: 1m 1s 408: total: 23.1s remaining: 1m 1s 409: total: 23.1s remaining: 1m 1s 410: total: 23.2s remaining: 1m 1s 411: total: 23.3s remaining: 1m 1s 412: total: 23.3s remaining: 1m 1s 413: total: 23.4s remaining: 1m 1s 414: total: 23.5s remaining: 1m 1s 415: total: 23.5s remaining: 1m 1s 416: total: 23.6s remaining: 1m 1s 417: total: 23.7s remaining: 1m 1s 418: total: 23.7s remaining: 1m 1s 419: total: 23.8s remaining: 1m 1s 420: total: 23.8s remaining: 1m 1s 421: total: 23.9s remaining: 1m 1s 422: total: 24s remaining: 1m 1s 423: total: 24s remaining: 1m 424: total: 24.1s remaining: 1m 425: total: 24.2s remaining: 1m 426: total: 24.2s remaining: 1m 427: total: 24.3s remaining: 1m 428: total: 24.3s remaining: 1m 429: total: 24.4s remaining: 1m 430: total: 24.5s remaining: 1m 431: total: 24.5s remaining: 1m 432: total: 24.6s remaining: 1m 433: total: 24.7s remaining: 1m 434: total: 24.7s remaining: 1m 435: total: 24.8s remaining: 1m 436: total: 24.9s remaining: 1m 437: total: 24.9s remaining: 1m 438: total: 25s remaining: 1m 439: total: 25s remaining: 1m 440: total: 25.1s remaining: 1m 441: total: 25.2s remaining: 1m 442: total: 25.2s remaining: 1m 443: total: 25.3s remaining: 1m 444: total: 25.4s remaining: 1m 445: total: 25.5s remaining: 1m 446: total: 25.5s remaining: 1m 447: total: 25.6s remaining: 1m 448: total: 25.7s remaining: 1m 449: total: 25.7s remaining: 1m 450: total: 25.8s remaining: 1m 451: total: 25.9s remaining: 60s 452: total: 25.9s remaining: 59.9s 453: total: 26s remaining: 59.8s 454: total: 26s remaining: 59.8s 455: total: 26.1s remaining: 59.7s 456: total: 26.1s remaining: 59.7s 457: total: 26.2s remaining: 59.6s 458: total: 26.3s remaining: 59.6s 459: total: 26.3s remaining: 59.5s 460: total: 26.4s remaining: 59.5s 461: total: 26.4s remaining: 59.4s 462: total: 26.5s remaining: 59.3s 463: total: 26.6s remaining: 59.3s 464: total: 26.6s remaining: 59.2s 465: total: 26.7s remaining: 59.2s 466: total: 26.7s remaining: 59.1s 467: total: 26.8s remaining: 59s 468: total: 26.8s remaining: 59s 469: total: 26.9s remaining: 58.9s 470: total: 26.9s remaining: 58.9s 471: total: 27s remaining: 58.8s 472: total: 27.1s remaining: 58.7s 473: total: 27.1s remaining: 58.7s 474: total: 27.2s remaining: 58.6s 475: total: 27.2s remaining: 58.5s 476: total: 27.3s remaining: 58.5s 477: total: 27.3s remaining: 58.4s 478: total: 27.4s remaining: 58.4s 479: total: 27.4s remaining: 58.3s 480: total: 27.5s remaining: 58.2s 481: total: 27.5s remaining: 58.2s 482: total: 27.6s remaining: 58.1s 483: total: 27.6s remaining: 58s 484: total: 27.7s remaining: 58s 485: total: 27.8s remaining: 57.9s 486: total: 27.8s remaining: 57.8s 487: total: 27.9s remaining: 57.8s 488: total: 27.9s remaining: 57.7s 489: total: 28s remaining: 57.6s 490: total: 28s remaining: 57.6s 491: total: 28.1s remaining: 57.5s 492: total: 28.1s remaining: 57.4s 493: total: 28.2s remaining: 57.4s 494: total: 28.2s remaining: 57.3s 495: total: 28.3s remaining: 57.2s 496: total: 28.3s remaining: 57.1s 497: total: 28.4s remaining: 57.1s 498: total: 28.4s remaining: 57s 499: total: 28.5s remaining: 57s 500: total: 28.5s remaining: 56.9s 501: total: 28.6s remaining: 56.8s 502: total: 28.6s remaining: 56.8s 503: total: 28.7s remaining: 56.7s 504: total: 28.7s remaining: 56.6s 505: total: 28.8s remaining: 56.6s 506: total: 28.8s remaining: 56.5s 507: total: 28.9s remaining: 56.4s 508: total: 29s remaining: 56.4s 509: total: 29s remaining: 56.3s 510: total: 29.1s remaining: 56.3s 511: total: 29.1s remaining: 56.2s 512: total: 29.2s remaining: 56.1s 513: total: 29.2s remaining: 56s 514: total: 29.3s remaining: 56s 515: total: 29.3s remaining: 55.9s 516: total: 29.4s remaining: 55.8s 517: total: 29.4s remaining: 55.8s 518: total: 29.5s remaining: 55.7s 519: total: 29.5s remaining: 55.6s 520: total: 29.6s remaining: 55.6s 521: total: 29.6s remaining: 55.5s 522: total: 29.7s remaining: 55.5s 523: total: 29.8s remaining: 55.4s 524: total: 29.8s remaining: 55.4s 525: total: 29.9s remaining: 55.3s 526: total: 29.9s remaining: 55.2s 527: total: 30s remaining: 55.2s 528: total: 30s remaining: 55.1s 529: total: 30.1s remaining: 55.1s 530: total: 30.1s remaining: 55s 531: total: 30.2s remaining: 54.9s 532: total: 30.2s remaining: 54.9s 533: total: 30.3s remaining: 54.8s 534: total: 30.3s remaining: 54.7s 535: total: 30.5s remaining: 54.8s 536: total: 30.5s remaining: 54.7s 537: total: 30.5s remaining: 54.6s 538: total: 30.6s remaining: 54.5s 539: total: 30.6s remaining: 54.5s 540: total: 30.7s remaining: 54.4s 541: total: 30.8s remaining: 54.4s 542: total: 30.8s remaining: 54.3s 543: total: 30.9s remaining: 54.2s 544: total: 30.9s remaining: 54.2s 545: total: 31s remaining: 54.1s 546: total: 31s remaining: 54s 547: total: 31.1s remaining: 54s 548: total: 31.1s remaining: 53.9s 549: total: 31.2s remaining: 53.9s 550: total: 31.2s remaining: 53.8s 551: total: 31.3s remaining: 53.7s 552: total: 31.3s remaining: 53.7s 553: total: 31.4s remaining: 53.6s 554: total: 31.4s remaining: 53.5s 555: total: 31.5s remaining: 53.5s 556: total: 31.5s remaining: 53.4s 557: total: 31.6s remaining: 53.3s 558: total: 31.7s remaining: 53.3s 559: total: 31.7s remaining: 53.2s 560: total: 31.8s remaining: 53.2s 561: total: 31.8s remaining: 53.1s 562: total: 31.9s remaining: 53s 563: total: 31.9s remaining: 53s 564: total: 32s remaining: 52.9s 565: total: 32s remaining: 52.8s 566: total: 32.1s remaining: 52.8s 567: total: 32.1s remaining: 52.7s 568: total: 32.2s remaining: 52.6s 569: total: 32.2s remaining: 52.6s 570: total: 32.3s remaining: 52.5s 571: total: 32.3s remaining: 52.5s 572: total: 32.4s remaining: 52.4s 573: total: 32.4s remaining: 52.3s 574: total: 32.5s remaining: 52.3s 575: total: 32.5s remaining: 52.2s 576: total: 32.6s remaining: 52.1s 577: total: 32.6s remaining: 52.1s 578: total: 32.7s remaining: 52s 579: total: 32.7s remaining: 51.9s 580: total: 32.8s remaining: 51.9s 581: total: 32.8s remaining: 51.8s 582: total: 32.9s remaining: 51.7s 583: total: 32.9s remaining: 51.7s 584: total: 33s remaining: 51.6s 585: total: 33s remaining: 51.5s 586: total: 33.1s remaining: 51.5s 587: total: 33.1s remaining: 51.4s 588: total: 33.2s remaining: 51.3s 589: total: 33.2s remaining: 51.3s 590: total: 33.3s remaining: 51.2s 591: total: 33.4s remaining: 51.2s 592: total: 33.4s remaining: 51.1s 593: total: 33.5s remaining: 51s 594: total: 33.5s remaining: 51s 595: total: 33.6s remaining: 50.9s 596: total: 33.6s remaining: 50.9s 597: total: 33.7s remaining: 50.8s 598: total: 33.7s remaining: 50.8s 599: total: 33.8s remaining: 50.7s 600: total: 33.9s remaining: 50.7s 601: total: 33.9s remaining: 50.6s 602: total: 34s remaining: 50.6s 603: total: 34s remaining: 50.5s 604: total: 34.1s remaining: 50.5s 605: total: 34.2s remaining: 50.4s 606: total: 34.2s remaining: 50.3s 607: total: 34.3s remaining: 50.3s 608: total: 34.3s remaining: 50.2s 609: total: 34.4s remaining: 50.1s 610: total: 34.4s remaining: 50.1s 611: total: 34.5s remaining: 50s 612: total: 34.5s remaining: 50s 613: total: 34.6s remaining: 49.9s 614: total: 34.7s remaining: 49.9s 615: total: 34.7s remaining: 49.8s 616: total: 34.8s remaining: 49.8s 617: total: 34.8s remaining: 49.7s 618: total: 34.9s remaining: 49.6s 619: total: 34.9s remaining: 49.6s 620: total: 35s remaining: 49.5s 621: total: 35.1s remaining: 49.5s 622: total: 35.1s remaining: 49.4s 623: total: 35.2s remaining: 49.4s 624: total: 35.2s remaining: 49.3s 625: total: 35.3s remaining: 49.3s 626: total: 35.4s remaining: 49.2s 627: total: 35.4s remaining: 49.2s 628: total: 35.5s remaining: 49.1s 629: total: 35.5s remaining: 49.1s 630: total: 35.6s remaining: 49s 631: total: 35.7s remaining: 49s 632: total: 35.7s remaining: 48.9s 633: total: 35.8s remaining: 48.9s 634: total: 35.8s remaining: 48.8s 635: total: 35.9s remaining: 48.7s 636: total: 35.9s remaining: 48.7s 637: total: 36s remaining: 48.6s 638: total: 36.1s remaining: 48.6s 639: total: 36.1s remaining: 48.5s 640: total: 36.2s remaining: 48.5s 641: total: 36.2s remaining: 48.4s 642: total: 36.3s remaining: 48.4s 643: total: 36.3s remaining: 48.3s 644: total: 36.4s remaining: 48.2s 645: total: 36.4s remaining: 48.2s 646: total: 36.5s remaining: 48.1s 647: total: 36.6s remaining: 48.1s 648: total: 36.6s remaining: 48s 649: total: 36.7s remaining: 48s 650: total: 36.7s remaining: 47.9s 651: total: 36.8s remaining: 47.8s 652: total: 36.8s remaining: 47.8s 653: total: 36.9s remaining: 47.7s 654: total: 36.9s remaining: 47.6s 655: total: 37s remaining: 47.6s 656: total: 37s remaining: 47.5s 657: total: 37.1s remaining: 47.5s 658: total: 37.2s remaining: 47.4s 659: total: 37.2s remaining: 47.4s 660: total: 37.3s remaining: 47.3s 661: total: 37.3s remaining: 47.3s 662: total: 37.4s remaining: 47.2s 663: total: 37.5s remaining: 47.2s 664: total: 37.5s remaining: 47.1s 665: total: 37.6s remaining: 47.1s 666: total: 37.7s remaining: 47s 667: total: 37.7s remaining: 47s 668: total: 37.8s remaining: 46.9s 669: total: 37.8s remaining: 46.9s 670: total: 37.9s remaining: 46.8s 671: total: 37.9s remaining: 46.7s 672: total: 38s remaining: 46.7s 673: total: 38.1s remaining: 46.6s 674: total: 38.1s remaining: 46.6s 675: total: 38.2s remaining: 46.5s 676: total: 38.2s remaining: 46.5s 677: total: 38.3s remaining: 46.4s 678: total: 38.3s remaining: 46.4s 679: total: 38.4s remaining: 46.3s 680: total: 38.4s remaining: 46.2s 681: total: 38.5s remaining: 46.2s 682: total: 38.6s remaining: 46.1s 683: total: 38.6s remaining: 46.1s 684: total: 38.7s remaining: 46s 685: total: 38.7s remaining: 46s 686: total: 38.8s remaining: 45.9s 687: total: 38.9s remaining: 45.9s 688: total: 38.9s remaining: 45.8s 689: total: 39s remaining: 45.8s 690: total: 39.1s remaining: 45.7s 691: total: 39.1s remaining: 45.7s 692: total: 39.2s remaining: 45.6s 693: total: 39.2s remaining: 45.6s 694: total: 39.3s remaining: 45.5s 695: total: 39.3s remaining: 45.4s 696: total: 39.4s remaining: 45.4s 697: total: 39.5s remaining: 45.3s 698: total: 39.5s remaining: 45.3s 699: total: 39.6s remaining: 45.2s 700: total: 39.6s remaining: 45.2s 701: total: 39.7s remaining: 45.1s 702: total: 39.7s remaining: 45.1s 703: total: 39.8s remaining: 45s 704: total: 39.9s remaining: 44.9s 705: total: 39.9s remaining: 44.9s 706: total: 40s remaining: 44.8s 707: total: 40s remaining: 44.8s 708: total: 40.1s remaining: 44.7s 709: total: 40.1s remaining: 44.7s 710: total: 40.2s remaining: 44.6s 711: total: 40.3s remaining: 44.6s 712: total: 40.3s remaining: 44.5s 713: total: 40.4s remaining: 44.4s 714: total: 40.4s remaining: 44.4s 715: total: 40.5s remaining: 44.3s 716: total: 40.5s remaining: 44.3s 717: total: 40.6s remaining: 44.2s 718: total: 40.7s remaining: 44.2s 719: total: 40.7s remaining: 44.1s 720: total: 40.8s remaining: 44.1s 721: total: 40.9s remaining: 44s 722: total: 40.9s remaining: 44s 723: total: 41s remaining: 43.9s 724: total: 41s remaining: 43.9s 725: total: 41.1s remaining: 43.8s 726: total: 41.2s remaining: 43.8s 727: total: 41.3s remaining: 43.7s 728: total: 41.3s remaining: 43.7s 729: total: 41.4s remaining: 43.6s 730: total: 41.4s remaining: 43.6s 731: total: 41.5s remaining: 43.5s 732: total: 41.5s remaining: 43.5s 733: total: 41.6s remaining: 43.4s 734: total: 41.7s remaining: 43.4s 735: total: 41.7s remaining: 43.3s 736: total: 41.8s remaining: 43.2s 737: total: 41.8s remaining: 43.2s 738: total: 41.9s remaining: 43.1s 739: total: 41.9s remaining: 43.1s 740: total: 42s remaining: 43s 741: total: 42.1s remaining: 43s 742: total: 42.1s remaining: 42.9s 743: total: 42.2s remaining: 42.8s 744: total: 42.2s remaining: 42.8s 745: total: 42.3s remaining: 42.7s 746: total: 42.3s remaining: 42.7s 747: total: 42.4s remaining: 42.6s 748: total: 42.5s remaining: 42.6s 749: total: 42.5s remaining: 42.5s 750: total: 42.6s remaining: 42.4s 751: total: 42.6s remaining: 42.4s 752: total: 42.7s remaining: 42.3s 753: total: 42.7s remaining: 42.3s 754: total: 42.8s remaining: 42.2s 755: total: 42.8s remaining: 42.1s 756: total: 42.9s remaining: 42.1s 757: total: 42.9s remaining: 42s 758: total: 43s remaining: 42s 759: total: 43s remaining: 41.9s 760: total: 43.1s remaining: 41.8s 761: total: 43.1s remaining: 41.8s 762: total: 43.2s remaining: 41.7s 763: total: 43.2s remaining: 41.7s 764: total: 43.3s remaining: 41.6s 765: total: 43.4s remaining: 41.5s 766: total: 43.4s remaining: 41.5s 767: total: 43.5s remaining: 41.4s 768: total: 43.5s remaining: 41.4s 769: total: 43.6s remaining: 41.3s 770: total: 43.6s remaining: 41.2s 771: total: 43.7s remaining: 41.2s 772: total: 43.7s remaining: 41.1s 773: total: 43.8s remaining: 41.1s 774: total: 43.8s remaining: 41s 775: total: 43.9s remaining: 41s 776: total: 44s remaining: 40.9s 777: total: 44s remaining: 40.8s 778: total: 44.1s remaining: 40.8s 779: total: 44.1s remaining: 40.7s 780: total: 44.2s remaining: 40.7s 781: total: 44.2s remaining: 40.6s 782: total: 44.3s remaining: 40.6s 783: total: 44.3s remaining: 40.5s 784: total: 44.4s remaining: 40.4s 785: total: 44.5s remaining: 40.4s 786: total: 44.5s remaining: 40.3s 787: total: 44.6s remaining: 40.3s 788: total: 44.6s remaining: 40.2s 789: total: 44.7s remaining: 40.2s 790: total: 44.7s remaining: 40.1s 791: total: 44.8s remaining: 40s 792: total: 44.8s remaining: 40s 793: total: 44.9s remaining: 39.9s 794: total: 44.9s remaining: 39.9s 795: total: 45s remaining: 39.8s 796: total: 45s remaining: 39.7s 797: total: 45.1s remaining: 39.7s 798: total: 45.2s remaining: 39.6s 799: total: 45.2s remaining: 39.6s 800: total: 45.3s remaining: 39.5s 801: total: 45.3s remaining: 39.4s 802: total: 45.4s remaining: 39.4s 803: total: 45.4s remaining: 39.3s 804: total: 45.5s remaining: 39.3s 805: total: 45.5s remaining: 39.2s 806: total: 45.6s remaining: 39.1s 807: total: 45.6s remaining: 39.1s 808: total: 45.7s remaining: 39s 809: total: 45.7s remaining: 39s 810: total: 45.8s remaining: 38.9s 811: total: 45.8s remaining: 38.8s 812: total: 45.9s remaining: 38.8s 813: total: 45.9s remaining: 38.7s 814: total: 46s remaining: 38.7s 815: total: 46s remaining: 38.6s 816: total: 46.1s remaining: 38.5s 817: total: 46.1s remaining: 38.5s 818: total: 46.2s remaining: 38.4s 819: total: 46.2s remaining: 38.3s 820: total: 46.3s remaining: 38.3s 821: total: 46.3s remaining: 38.2s 822: total: 46.4s remaining: 38.2s 823: total: 46.5s remaining: 38.1s 824: total: 46.5s remaining: 38.1s 825: total: 46.6s remaining: 38s 826: total: 46.6s remaining: 37.9s 827: total: 46.7s remaining: 37.9s 828: total: 46.7s remaining: 37.8s 829: total: 46.8s remaining: 37.8s 830: total: 46.9s remaining: 37.7s 831: total: 46.9s remaining: 37.7s 832: total: 47s remaining: 37.6s 833: total: 47s remaining: 37.5s 834: total: 47.1s remaining: 37.5s 835: total: 47.1s remaining: 37.4s 836: total: 47.2s remaining: 37.4s 837: total: 47.2s remaining: 37.3s 838: total: 47.3s remaining: 37.3s 839: total: 47.4s remaining: 37.2s 840: total: 47.4s remaining: 37.1s 841: total: 47.5s remaining: 37.1s 842: total: 47.5s remaining: 37s 843: total: 47.6s remaining: 37s 844: total: 47.6s remaining: 36.9s 845: total: 47.7s remaining: 36.9s 846: total: 47.7s remaining: 36.8s 847: total: 47.8s remaining: 36.7s 848: total: 47.8s remaining: 36.7s 849: total: 47.9s remaining: 36.6s 850: total: 47.9s remaining: 36.5s 851: total: 48s remaining: 36.5s 852: total: 48s remaining: 36.4s 853: total: 48.1s remaining: 36.4s 854: total: 48.1s remaining: 36.3s 855: total: 48.2s remaining: 36.3s 856: total: 48.3s remaining: 36.2s 857: total: 48.3s remaining: 36.1s 858: total: 48.4s remaining: 36.1s 859: total: 48.4s remaining: 36s 860: total: 48.5s remaining: 36s 861: total: 48.5s remaining: 35.9s 862: total: 48.6s remaining: 35.9s 863: total: 48.6s remaining: 35.8s 864: total: 48.7s remaining: 35.7s 865: total: 48.7s remaining: 35.7s 866: total: 48.8s remaining: 35.6s 867: total: 48.8s remaining: 35.6s 868: total: 48.9s remaining: 35.5s 869: total: 48.9s remaining: 35.4s 870: total: 49s remaining: 35.4s 871: total: 49.1s remaining: 35.3s 872: total: 49.1s remaining: 35.3s 873: total: 49.2s remaining: 35.2s 874: total: 49.2s remaining: 35.2s 875: total: 49.3s remaining: 35.1s 876: total: 49.4s remaining: 35.1s 877: total: 49.4s remaining: 35s 878: total: 49.5s remaining: 34.9s 879: total: 49.5s remaining: 34.9s 880: total: 49.6s remaining: 34.8s 881: total: 49.6s remaining: 34.8s 882: total: 49.7s remaining: 34.7s 883: total: 49.7s remaining: 34.7s 884: total: 49.8s remaining: 34.6s 885: total: 49.8s remaining: 34.5s 886: total: 49.9s remaining: 34.5s 887: total: 49.9s remaining: 34.4s 888: total: 50s remaining: 34.4s 889: total: 50s remaining: 34.3s 890: total: 50.1s remaining: 34.2s 891: total: 50.2s remaining: 34.2s 892: total: 50.2s remaining: 34.1s 893: total: 50.3s remaining: 34.1s 894: total: 50.3s remaining: 34s 895: total: 50.4s remaining: 34s 896: total: 50.4s remaining: 33.9s 897: total: 50.5s remaining: 33.8s 898: total: 50.5s remaining: 33.8s 899: total: 50.6s remaining: 33.7s 900: total: 50.6s remaining: 33.7s 901: total: 50.7s remaining: 33.6s 902: total: 50.7s remaining: 33.6s 903: total: 50.8s remaining: 33.5s 904: total: 50.9s remaining: 33.4s 905: total: 50.9s remaining: 33.4s 906: total: 51s remaining: 33.3s 907: total: 51s remaining: 33.3s 908: total: 51.1s remaining: 33.2s 909: total: 51.1s remaining: 33.2s 910: total: 51.2s remaining: 33.1s 911: total: 51.3s remaining: 33s 912: total: 51.3s remaining: 33s 913: total: 51.4s remaining: 32.9s 914: total: 51.5s remaining: 32.9s 915: total: 51.6s remaining: 32.9s 916: total: 51.6s remaining: 32.8s 917: total: 51.7s remaining: 32.8s 918: total: 51.8s remaining: 32.7s 919: total: 51.8s remaining: 32.7s 920: total: 51.9s remaining: 32.6s 921: total: 51.9s remaining: 32.6s 922: total: 52s remaining: 32.5s 923: total: 52s remaining: 32.4s 924: total: 52.1s remaining: 32.4s 925: total: 52.2s remaining: 32.3s 926: total: 52.2s remaining: 32.3s 927: total: 52.3s remaining: 32.2s 928: total: 52.3s remaining: 32.2s 929: total: 52.4s remaining: 32.1s 930: total: 52.5s remaining: 32.1s 931: total: 52.5s remaining: 32s 932: total: 52.6s remaining: 31.9s 933: total: 52.6s remaining: 31.9s 934: total: 52.7s remaining: 31.8s 935: total: 52.8s remaining: 31.8s 936: total: 52.8s remaining: 31.7s 937: total: 52.9s remaining: 31.7s 938: total: 52.9s remaining: 31.6s 939: total: 53s remaining: 31.6s 940: total: 53s remaining: 31.5s 941: total: 53.1s remaining: 31.5s 942: total: 53.1s remaining: 31.4s 943: total: 53.2s remaining: 31.3s 944: total: 53.2s remaining: 31.3s 945: total: 53.3s remaining: 31.2s 946: total: 53.4s remaining: 31.2s 947: total: 53.4s remaining: 31.1s 948: total: 53.5s remaining: 31.1s 949: total: 53.5s remaining: 31s 950: total: 53.6s remaining: 30.9s 951: total: 53.7s remaining: 30.9s 952: total: 53.7s remaining: 30.8s 953: total: 53.8s remaining: 30.8s 954: total: 53.8s remaining: 30.7s 955: total: 53.9s remaining: 30.7s 956: total: 54s remaining: 30.6s 957: total: 54s remaining: 30.6s 958: total: 54.1s remaining: 30.5s 959: total: 54.1s remaining: 30.5s 960: total: 54.2s remaining: 30.4s 961: total: 54.3s remaining: 30.3s 962: total: 54.3s remaining: 30.3s 963: total: 54.4s remaining: 30.2s 964: total: 54.4s remaining: 30.2s 965: total: 54.5s remaining: 30.1s 966: total: 54.6s remaining: 30.1s 967: total: 54.6s remaining: 30s 968: total: 54.7s remaining: 30s 969: total: 54.7s remaining: 29.9s 970: total: 54.8s remaining: 29.8s 971: total: 54.8s remaining: 29.8s 972: total: 54.9s remaining: 29.7s 973: total: 55s remaining: 29.7s 974: total: 55s remaining: 29.6s 975: total: 55.1s remaining: 29.6s 976: total: 55.1s remaining: 29.5s 977: total: 55.2s remaining: 29.5s 978: total: 55.3s remaining: 29.4s 979: total: 55.3s remaining: 29.4s 980: total: 55.4s remaining: 29.3s 981: total: 55.5s remaining: 29.3s 982: total: 55.5s remaining: 29.2s 983: total: 55.6s remaining: 29.1s 984: total: 55.7s remaining: 29.1s 985: total: 55.7s remaining: 29s 986: total: 55.8s remaining: 29s 987: total: 55.8s remaining: 28.9s 988: total: 55.9s remaining: 28.9s 989: total: 56s remaining: 28.8s 990: total: 56s remaining: 28.8s 991: total: 56.1s remaining: 28.7s 992: total: 56.2s remaining: 28.7s 993: total: 56.2s remaining: 28.6s 994: total: 56.3s remaining: 28.6s 995: total: 56.4s remaining: 28.5s 996: total: 56.4s remaining: 28.5s 997: total: 56.5s remaining: 28.4s 998: total: 56.5s remaining: 28.4s 999: total: 56.6s remaining: 28.3s 1000: total: 56.7s remaining: 28.2s 1001: total: 56.7s remaining: 28.2s 1002: total: 56.8s remaining: 28.1s 1003: total: 56.8s remaining: 28.1s 1004: total: 56.9s remaining: 28s 1005: total: 57s remaining: 28s 1006: total: 57s remaining: 27.9s 1007: total: 57.1s remaining: 27.9s 1008: total: 57.1s remaining: 27.8s 1009: total: 57.2s remaining: 27.8s 1010: total: 57.3s remaining: 27.7s 1011: total: 57.3s remaining: 27.6s 1012: total: 57.4s remaining: 27.6s 1013: total: 57.5s remaining: 27.5s 1014: total: 57.5s remaining: 27.5s 1015: total: 57.6s remaining: 27.4s 1016: total: 57.6s remaining: 27.4s 1017: total: 57.7s remaining: 27.3s 1018: total: 57.8s remaining: 27.3s 1019: total: 57.8s remaining: 27.2s 1020: total: 57.9s remaining: 27.2s 1021: total: 58s remaining: 27.1s 1022: total: 58s remaining: 27.1s 1023: total: 58.1s remaining: 27s 1024: total: 58.2s remaining: 27s 1025: total: 58.3s remaining: 26.9s 1026: total: 58.4s remaining: 26.9s 1027: total: 58.4s remaining: 26.8s 1028: total: 58.5s remaining: 26.8s 1029: total: 58.6s remaining: 26.7s 1030: total: 58.7s remaining: 26.7s 1031: total: 58.7s remaining: 26.6s 1032: total: 58.8s remaining: 26.6s 1033: total: 58.9s remaining: 26.5s 1034: total: 58.9s remaining: 26.5s 1035: total: 59s remaining: 26.4s 1036: total: 59s remaining: 26.4s 1037: total: 59.1s remaining: 26.3s 1038: total: 59.1s remaining: 26.2s 1039: total: 59.2s remaining: 26.2s 1040: total: 59.3s remaining: 26.1s 1041: total: 59.3s remaining: 26.1s 1042: total: 59.4s remaining: 26s 1043: total: 59.4s remaining: 25.9s 1044: total: 59.5s remaining: 25.9s 1045: total: 59.5s remaining: 25.8s 1046: total: 59.6s remaining: 25.8s 1047: total: 59.6s remaining: 25.7s 1048: total: 59.7s remaining: 25.7s 1049: total: 59.7s remaining: 25.6s 1050: total: 59.8s remaining: 25.5s 1051: total: 59.9s remaining: 25.5s 1052: total: 59.9s remaining: 25.4s 1053: total: 60s remaining: 25.4s 1054: total: 1m remaining: 25.3s 1055: total: 1m remaining: 25.3s 1056: total: 1m remaining: 25.2s 1057: total: 1m remaining: 25.1s 1058: total: 1m remaining: 25.1s 1059: total: 1m remaining: 25s 1060: total: 1m remaining: 25s 1061: total: 1m remaining: 24.9s 1062: total: 1m remaining: 24.9s 1063: total: 1m remaining: 24.8s 1064: total: 1m remaining: 24.7s 1065: total: 1m remaining: 24.7s 1066: total: 1m remaining: 24.6s 1067: total: 1m remaining: 24.6s 1068: total: 1m remaining: 24.5s 1069: total: 1m remaining: 24.4s 1070: total: 1m remaining: 24.4s 1071: total: 1m remaining: 24.3s 1072: total: 1m 1s remaining: 24.3s 1073: total: 1m 1s remaining: 24.2s 1074: total: 1m 1s remaining: 24.2s 1075: total: 1m 1s remaining: 24.1s 1076: total: 1m 1s remaining: 24.1s 1077: total: 1m 1s remaining: 24s 1078: total: 1m 1s remaining: 23.9s 1079: total: 1m 1s remaining: 23.9s 1080: total: 1m 1s remaining: 23.8s 1081: total: 1m 1s remaining: 23.8s 1082: total: 1m 1s remaining: 23.7s 1083: total: 1m 1s remaining: 23.6s 1084: total: 1m 1s remaining: 23.6s 1085: total: 1m 1s remaining: 23.5s 1086: total: 1m 1s remaining: 23.5s 1087: total: 1m 1s remaining: 23.4s 1088: total: 1m 1s remaining: 23.4s 1089: total: 1m 1s remaining: 23.3s 1090: total: 1m 1s remaining: 23.2s 1091: total: 1m 2s remaining: 23.2s 1092: total: 1m 2s remaining: 23.1s 1093: total: 1m 2s remaining: 23.1s 1094: total: 1m 2s remaining: 23s 1095: total: 1m 2s remaining: 23s 1096: total: 1m 2s remaining: 22.9s 1097: total: 1m 2s remaining: 22.9s 1098: total: 1m 2s remaining: 22.8s 1099: total: 1m 2s remaining: 22.7s 1100: total: 1m 2s remaining: 22.7s 1101: total: 1m 2s remaining: 22.6s 1102: total: 1m 2s remaining: 22.6s 1103: total: 1m 2s remaining: 22.5s 1104: total: 1m 2s remaining: 22.4s 1105: total: 1m 2s remaining: 22.4s 1106: total: 1m 2s remaining: 22.3s 1107: total: 1m 2s remaining: 22.3s 1108: total: 1m 3s remaining: 22.2s 1109: total: 1m 3s remaining: 22.2s 1110: total: 1m 3s remaining: 22.1s 1111: total: 1m 3s remaining: 22s 1112: total: 1m 3s remaining: 22s 1113: total: 1m 3s remaining: 21.9s 1114: total: 1m 3s remaining: 21.9s 1115: total: 1m 3s remaining: 21.8s 1116: total: 1m 3s remaining: 21.8s 1117: total: 1m 3s remaining: 21.7s 1118: total: 1m 3s remaining: 21.6s 1119: total: 1m 3s remaining: 21.6s 1120: total: 1m 3s remaining: 21.5s 1121: total: 1m 3s remaining: 21.5s 1122: total: 1m 3s remaining: 21.4s 1123: total: 1m 3s remaining: 21.3s 1124: total: 1m 3s remaining: 21.3s 1125: total: 1m 3s remaining: 21.2s 1126: total: 1m 3s remaining: 21.2s 1127: total: 1m 4s remaining: 21.1s 1128: total: 1m 4s remaining: 21.1s 1129: total: 1m 4s remaining: 21s 1130: total: 1m 4s remaining: 20.9s 1131: total: 1m 4s remaining: 20.9s 1132: total: 1m 4s remaining: 20.8s 1133: total: 1m 4s remaining: 20.8s 1134: total: 1m 4s remaining: 20.7s 1135: total: 1m 4s remaining: 20.6s 1136: total: 1m 4s remaining: 20.6s 1137: total: 1m 4s remaining: 20.5s 1138: total: 1m 4s remaining: 20.5s 1139: total: 1m 4s remaining: 20.4s 1140: total: 1m 4s remaining: 20.4s 1141: total: 1m 4s remaining: 20.3s 1142: total: 1m 4s remaining: 20.2s 1143: total: 1m 4s remaining: 20.2s 1144: total: 1m 4s remaining: 20.1s 1145: total: 1m 4s remaining: 20.1s 1146: total: 1m 5s remaining: 20s 1147: total: 1m 5s remaining: 20s 1148: total: 1m 5s remaining: 19.9s 1149: total: 1m 5s remaining: 19.8s 1150: total: 1m 5s remaining: 19.8s 1151: total: 1m 5s remaining: 19.7s 1152: total: 1m 5s remaining: 19.7s 1153: total: 1m 5s remaining: 19.6s 1154: total: 1m 5s remaining: 19.6s 1155: total: 1m 5s remaining: 19.5s 1156: total: 1m 5s remaining: 19.4s 1157: total: 1m 5s remaining: 19.4s 1158: total: 1m 5s remaining: 19.3s 1159: total: 1m 5s remaining: 19.3s 1160: total: 1m 5s remaining: 19.2s 1161: total: 1m 5s remaining: 19.1s 1162: total: 1m 5s remaining: 19.1s 1163: total: 1m 5s remaining: 19s 1164: total: 1m 5s remaining: 19s 1165: total: 1m 6s remaining: 18.9s 1166: total: 1m 6s remaining: 18.9s 1167: total: 1m 6s remaining: 18.8s 1168: total: 1m 6s remaining: 18.7s 1169: total: 1m 6s remaining: 18.7s 1170: total: 1m 6s remaining: 18.6s 1171: total: 1m 6s remaining: 18.6s 1172: total: 1m 6s remaining: 18.5s 1173: total: 1m 6s remaining: 18.5s 1174: total: 1m 6s remaining: 18.4s 1175: total: 1m 6s remaining: 18.3s 1176: total: 1m 6s remaining: 18.3s 1177: total: 1m 6s remaining: 18.2s 1178: total: 1m 6s remaining: 18.2s 1179: total: 1m 6s remaining: 18.1s 1180: total: 1m 6s remaining: 18.1s 1181: total: 1m 6s remaining: 18s 1182: total: 1m 6s remaining: 17.9s 1183: total: 1m 7s remaining: 17.9s 1184: total: 1m 7s remaining: 17.8s 1185: total: 1m 7s remaining: 17.8s 1186: total: 1m 7s remaining: 17.7s 1187: total: 1m 7s remaining: 17.7s 1188: total: 1m 7s remaining: 17.6s 1189: total: 1m 7s remaining: 17.6s 1190: total: 1m 7s remaining: 17.5s 1191: total: 1m 7s remaining: 17.5s 1192: total: 1m 7s remaining: 17.4s 1193: total: 1m 7s remaining: 17.3s 1194: total: 1m 7s remaining: 17.3s 1195: total: 1m 7s remaining: 17.2s 1196: total: 1m 7s remaining: 17.2s 1197: total: 1m 7s remaining: 17.1s 1198: total: 1m 7s remaining: 17.1s 1199: total: 1m 8s remaining: 17s 1200: total: 1m 8s remaining: 16.9s 1201: total: 1m 8s remaining: 16.9s 1202: total: 1m 8s remaining: 16.8s 1203: total: 1m 8s remaining: 16.8s 1204: total: 1m 8s remaining: 16.7s 1205: total: 1m 8s remaining: 16.7s 1206: total: 1m 8s remaining: 16.6s 1207: total: 1m 8s remaining: 16.5s 1208: total: 1m 8s remaining: 16.5s 1209: total: 1m 8s remaining: 16.4s 1210: total: 1m 8s remaining: 16.4s 1211: total: 1m 8s remaining: 16.3s 1212: total: 1m 8s remaining: 16.3s 1213: total: 1m 8s remaining: 16.2s 1214: total: 1m 8s remaining: 16.1s 1215: total: 1m 8s remaining: 16.1s 1216: total: 1m 8s remaining: 16s 1217: total: 1m 9s remaining: 16s 1218: total: 1m 9s remaining: 15.9s 1219: total: 1m 9s remaining: 15.9s 1220: total: 1m 9s remaining: 15.8s 1221: total: 1m 9s remaining: 15.8s 1222: total: 1m 9s remaining: 15.7s 1223: total: 1m 9s remaining: 15.6s 1224: total: 1m 9s remaining: 15.6s 1225: total: 1m 9s remaining: 15.5s 1226: total: 1m 9s remaining: 15.5s 1227: total: 1m 9s remaining: 15.4s 1228: total: 1m 9s remaining: 15.4s 1229: total: 1m 9s remaining: 15.3s 1230: total: 1m 9s remaining: 15.3s 1231: total: 1m 9s remaining: 15.2s 1232: total: 1m 9s remaining: 15.1s 1233: total: 1m 9s remaining: 15.1s 1234: total: 1m 10s remaining: 15s 1235: total: 1m 10s remaining: 15s 1236: total: 1m 10s remaining: 14.9s 1237: total: 1m 10s remaining: 14.9s 1238: total: 1m 10s remaining: 14.8s 1239: total: 1m 10s remaining: 14.7s 1240: total: 1m 10s remaining: 14.7s 1241: total: 1m 10s remaining: 14.6s 1242: total: 1m 10s remaining: 14.6s 1243: total: 1m 10s remaining: 14.5s 1244: total: 1m 10s remaining: 14.5s 1245: total: 1m 10s remaining: 14.4s 1246: total: 1m 10s remaining: 14.3s 1247: total: 1m 10s remaining: 14.3s 1248: total: 1m 10s remaining: 14.2s 1249: total: 1m 10s remaining: 14.2s 1250: total: 1m 10s remaining: 14.1s 1251: total: 1m 11s remaining: 14.1s 1252: total: 1m 11s remaining: 14s 1253: total: 1m 11s remaining: 13.9s 1254: total: 1m 11s remaining: 13.9s 1255: total: 1m 11s remaining: 13.8s 1256: total: 1m 11s remaining: 13.8s 1257: total: 1m 11s remaining: 13.7s 1258: total: 1m 11s remaining: 13.7s 1259: total: 1m 11s remaining: 13.6s 1260: total: 1m 11s remaining: 13.6s 1261: total: 1m 11s remaining: 13.5s 1262: total: 1m 11s remaining: 13.4s 1263: total: 1m 11s remaining: 13.4s 1264: total: 1m 11s remaining: 13.3s 1265: total: 1m 11s remaining: 13.3s 1266: total: 1m 11s remaining: 13.2s 1267: total: 1m 11s remaining: 13.2s 1268: total: 1m 11s remaining: 13.1s 1269: total: 1m 12s remaining: 13s 1270: total: 1m 12s remaining: 13s 1271: total: 1m 12s remaining: 12.9s 1272: total: 1m 12s remaining: 12.9s 1273: total: 1m 12s remaining: 12.8s 1274: total: 1m 12s remaining: 12.8s 1275: total: 1m 12s remaining: 12.7s 1276: total: 1m 12s remaining: 12.6s 1277: total: 1m 12s remaining: 12.6s 1278: total: 1m 12s remaining: 12.5s 1279: total: 1m 12s remaining: 12.5s 1280: total: 1m 12s remaining: 12.4s 1281: total: 1m 12s remaining: 12.4s 1282: total: 1m 12s remaining: 12.3s 1283: total: 1m 12s remaining: 12.2s 1284: total: 1m 12s remaining: 12.2s 1285: total: 1m 12s remaining: 12.1s 1286: total: 1m 12s remaining: 12.1s 1287: total: 1m 13s remaining: 12s 1288: total: 1m 13s remaining: 12s 1289: total: 1m 13s remaining: 11.9s 1290: total: 1m 13s remaining: 11.9s 1291: total: 1m 13s remaining: 11.8s 1292: total: 1m 13s remaining: 11.7s 1293: total: 1m 13s remaining: 11.7s 1294: total: 1m 13s remaining: 11.6s 1295: total: 1m 13s remaining: 11.6s 1296: total: 1m 13s remaining: 11.5s 1297: total: 1m 13s remaining: 11.5s 1298: total: 1m 13s remaining: 11.4s 1299: total: 1m 13s remaining: 11.3s 1300: total: 1m 13s remaining: 11.3s 1301: total: 1m 13s remaining: 11.2s 1302: total: 1m 13s remaining: 11.2s 1303: total: 1m 13s remaining: 11.1s 1304: total: 1m 14s remaining: 11.1s 1305: total: 1m 14s remaining: 11s 1306: total: 1m 14s remaining: 10.9s 1307: total: 1m 14s remaining: 10.9s 1308: total: 1m 14s remaining: 10.8s 1309: total: 1m 14s remaining: 10.8s 1310: total: 1m 14s remaining: 10.7s 1311: total: 1m 14s remaining: 10.7s 1312: total: 1m 14s remaining: 10.6s 1313: total: 1m 14s remaining: 10.5s 1314: total: 1m 14s remaining: 10.5s 1315: total: 1m 14s remaining: 10.4s 1316: total: 1m 14s remaining: 10.4s 1317: total: 1m 14s remaining: 10.3s 1318: total: 1m 14s remaining: 10.3s 1319: total: 1m 14s remaining: 10.2s 1320: total: 1m 14s remaining: 10.1s 1321: total: 1m 14s remaining: 10.1s 1322: total: 1m 14s remaining: 10s 1323: total: 1m 15s remaining: 9.97s 1324: total: 1m 15s remaining: 9.91s 1325: total: 1m 15s remaining: 9.86s 1326: total: 1m 15s remaining: 9.8s 1327: total: 1m 15s remaining: 9.74s 1328: total: 1m 15s remaining: 9.68s 1329: total: 1m 15s remaining: 9.63s 1330: total: 1m 15s remaining: 9.57s 1331: total: 1m 15s remaining: 9.51s 1332: total: 1m 15s remaining: 9.46s 1333: total: 1m 15s remaining: 9.4s 1334: total: 1m 15s remaining: 9.34s 1335: total: 1m 15s remaining: 9.29s 1336: total: 1m 15s remaining: 9.23s 1337: total: 1m 15s remaining: 9.17s 1338: total: 1m 15s remaining: 9.11s 1339: total: 1m 15s remaining: 9.06s 1340: total: 1m 15s remaining: 9s 1341: total: 1m 15s remaining: 8.94s 1342: total: 1m 16s remaining: 8.89s 1343: total: 1m 16s remaining: 8.83s 1344: total: 1m 16s remaining: 8.77s 1345: total: 1m 16s remaining: 8.72s 1346: total: 1m 16s remaining: 8.66s 1347: total: 1m 16s remaining: 8.6s 1348: total: 1m 16s remaining: 8.54s 1349: total: 1m 16s remaining: 8.49s 1350: total: 1m 16s remaining: 8.43s 1351: total: 1m 16s remaining: 8.37s 1352: total: 1m 16s remaining: 8.31s 1353: total: 1m 16s remaining: 8.25s 1354: total: 1m 16s remaining: 8.2s 1355: total: 1m 16s remaining: 8.14s 1356: total: 1m 16s remaining: 8.08s 1357: total: 1m 16s remaining: 8.03s 1358: total: 1m 16s remaining: 7.97s 1359: total: 1m 16s remaining: 7.91s 1360: total: 1m 16s remaining: 7.86s 1361: total: 1m 17s remaining: 7.8s 1362: total: 1m 17s remaining: 7.74s 1363: total: 1m 17s remaining: 7.69s 1364: total: 1m 17s remaining: 7.63s 1365: total: 1m 17s remaining: 7.58s 1366: total: 1m 17s remaining: 7.52s 1367: total: 1m 17s remaining: 7.46s 1368: total: 1m 17s remaining: 7.41s 1369: total: 1m 17s remaining: 7.35s 1370: total: 1m 17s remaining: 7.29s 1371: total: 1m 17s remaining: 7.23s 1372: total: 1m 17s remaining: 7.18s 1373: total: 1m 17s remaining: 7.12s 1374: total: 1m 17s remaining: 7.06s 1375: total: 1m 17s remaining: 7.01s 1376: total: 1m 17s remaining: 6.95s 1377: total: 1m 17s remaining: 6.89s 1378: total: 1m 17s remaining: 6.84s 1379: total: 1m 17s remaining: 6.78s 1380: total: 1m 18s remaining: 6.72s 1381: total: 1m 18s remaining: 6.67s 1382: total: 1m 18s remaining: 6.61s 1383: total: 1m 18s remaining: 6.55s 1384: total: 1m 18s remaining: 6.5s 1385: total: 1m 18s remaining: 6.44s 1386: total: 1m 18s remaining: 6.38s 1387: total: 1m 18s remaining: 6.33s 1388: total: 1m 18s remaining: 6.27s 1389: total: 1m 18s remaining: 6.21s 1390: total: 1m 18s remaining: 6.16s 1391: total: 1m 18s remaining: 6.1s 1392: total: 1m 18s remaining: 6.04s 1393: total: 1m 18s remaining: 5.99s 1394: total: 1m 18s remaining: 5.93s 1395: total: 1m 18s remaining: 5.87s 1396: total: 1m 18s remaining: 5.82s 1397: total: 1m 18s remaining: 5.76s 1398: total: 1m 19s remaining: 5.7s 1399: total: 1m 19s remaining: 5.65s 1400: total: 1m 19s remaining: 5.59s 1401: total: 1m 19s remaining: 5.53s 1402: total: 1m 19s remaining: 5.48s 1403: total: 1m 19s remaining: 5.42s 1404: total: 1m 19s remaining: 5.36s 1405: total: 1m 19s remaining: 5.31s 1406: total: 1m 19s remaining: 5.25s 1407: total: 1m 19s remaining: 5.19s 1408: total: 1m 19s remaining: 5.14s 1409: total: 1m 19s remaining: 5.08s 1410: total: 1m 19s remaining: 5.02s 1411: total: 1m 19s remaining: 4.97s 1412: total: 1m 19s remaining: 4.91s 1413: total: 1m 19s remaining: 4.86s 1414: total: 1m 19s remaining: 4.8s 1415: total: 1m 19s remaining: 4.74s 1416: total: 1m 19s remaining: 4.68s 1417: total: 1m 20s remaining: 4.63s 1418: total: 1m 20s remaining: 4.57s 1419: total: 1m 20s remaining: 4.51s 1420: total: 1m 20s remaining: 4.46s 1421: total: 1m 20s remaining: 4.4s 1422: total: 1m 20s remaining: 4.34s 1423: total: 1m 20s remaining: 4.29s 1424: total: 1m 20s remaining: 4.23s 1425: total: 1m 20s remaining: 4.18s 1426: total: 1m 20s remaining: 4.12s 1427: total: 1m 20s remaining: 4.06s 1428: total: 1m 20s remaining: 4.01s 1429: total: 1m 20s remaining: 3.95s 1430: total: 1m 20s remaining: 3.89s 1431: total: 1m 20s remaining: 3.84s 1432: total: 1m 20s remaining: 3.78s 1433: total: 1m 20s remaining: 3.72s 1434: total: 1m 20s remaining: 3.67s 1435: total: 1m 21s remaining: 3.61s 1436: total: 1m 21s remaining: 3.55s 1437: total: 1m 21s remaining: 3.5s 1438: total: 1m 21s remaining: 3.44s 1439: total: 1m 21s remaining: 3.38s 1440: total: 1m 21s remaining: 3.33s 1441: total: 1m 21s remaining: 3.27s 1442: total: 1m 21s remaining: 3.21s 1443: total: 1m 21s remaining: 3.16s 1444: total: 1m 21s remaining: 3.1s 1445: total: 1m 21s remaining: 3.05s 1446: total: 1m 21s remaining: 2.99s 1447: total: 1m 21s remaining: 2.93s 1448: total: 1m 21s remaining: 2.88s 1449: total: 1m 21s remaining: 2.82s 1450: total: 1m 21s remaining: 2.76s 1451: total: 1m 21s remaining: 2.71s 1452: total: 1m 21s remaining: 2.65s 1453: total: 1m 21s remaining: 2.59s 1454: total: 1m 22s remaining: 2.54s 1455: total: 1m 22s remaining: 2.48s 1456: total: 1m 22s remaining: 2.42s 1457: total: 1m 22s remaining: 2.37s 1458: total: 1m 22s remaining: 2.31s 1459: total: 1m 22s remaining: 2.25s 1460: total: 1m 22s remaining: 2.2s 1461: total: 1m 22s remaining: 2.14s 1462: total: 1m 22s remaining: 2.08s 1463: total: 1m 22s remaining: 2.03s 1464: total: 1m 22s remaining: 1.97s 1465: total: 1m 22s remaining: 1.92s 1466: total: 1m 22s remaining: 1.86s 1467: total: 1m 22s remaining: 1.8s 1468: total: 1m 22s remaining: 1.75s 1469: total: 1m 22s remaining: 1.69s 1470: total: 1m 22s remaining: 1.63s 1471: total: 1m 22s remaining: 1.58s 1472: total: 1m 23s remaining: 1.52s 1473: total: 1m 23s remaining: 1.47s 1474: total: 1m 23s remaining: 1.41s 1475: total: 1m 23s remaining: 1.35s 1476: total: 1m 23s remaining: 1.3s 1477: total: 1m 23s remaining: 1.24s 1478: total: 1m 23s remaining: 1.18s 1479: total: 1m 23s remaining: 1.13s 1480: total: 1m 23s remaining: 1.07s 1481: total: 1m 23s remaining: 1.01s 1482: total: 1m 23s remaining: 958ms 1483: total: 1m 23s remaining: 902ms 1484: total: 1m 23s remaining: 846ms 1485: total: 1m 23s remaining: 789ms 1486: total: 1m 23s remaining: 734ms 1487: total: 1m 23s remaining: 677ms 1488: total: 1m 24s remaining: 621ms 1489: total: 1m 24s remaining: 564ms 1490: total: 1m 24s remaining: 508ms 1491: total: 1m 24s remaining: 452ms 1492: total: 1m 24s remaining: 395ms 1493: total: 1m 24s remaining: 339ms 1494: total: 1m 24s remaining: 282ms 1495: total: 1m 24s remaining: 226ms 1496: total: 1m 24s remaining: 169ms 1497: total: 1m 24s remaining: 113ms 1498: total: 1m 24s remaining: 56.4ms 1499: total: 1m 24s remaining: 0us [Voting] ...................... (4 of 4) Processing cat, total= 1.4min [Voting] ...................... (1 of 4) Processing ada, total= 4.6s [Voting] ...................... (2 of 4) Processing xgb, total= 7.4s [LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[Voting] ...................... (3 of 4) Processing lgb, total= 1.8s Learning rate set to 0.021203 0: total: 69.8ms remaining: 1m 44s 1: total: 134ms remaining: 1m 40s
Default metric period is 5 because AUC is/are not implemented for GPU
2: total: 196ms remaining: 1m 37s 3: total: 262ms remaining: 1m 37s 4: total: 323ms remaining: 1m 36s 5: total: 382ms remaining: 1m 35s 6: total: 445ms remaining: 1m 34s 7: total: 507ms remaining: 1m 34s 8: total: 565ms remaining: 1m 33s 9: total: 628ms remaining: 1m 33s 10: total: 690ms remaining: 1m 33s 11: total: 756ms remaining: 1m 33s 12: total: 815ms remaining: 1m 33s 13: total: 874ms remaining: 1m 32s 14: total: 938ms remaining: 1m 32s 15: total: 1s remaining: 1m 33s 16: total: 1.06s remaining: 1m 32s 17: total: 1.12s remaining: 1m 32s 18: total: 1.18s remaining: 1m 32s 19: total: 1.25s remaining: 1m 32s 20: total: 1.3s remaining: 1m 31s 21: total: 1.36s remaining: 1m 31s 22: total: 1.42s remaining: 1m 31s 23: total: 1.49s remaining: 1m 31s 24: total: 1.54s remaining: 1m 31s 25: total: 1.6s remaining: 1m 30s 26: total: 1.67s remaining: 1m 31s 27: total: 1.73s remaining: 1m 30s 28: total: 1.78s remaining: 1m 30s 29: total: 1.85s remaining: 1m 30s 30: total: 1.94s remaining: 1m 31s 31: total: 2s remaining: 1m 31s 32: total: 2.07s remaining: 1m 32s 33: total: 2.13s remaining: 1m 32s 34: total: 2.2s remaining: 1m 31s 35: total: 2.27s remaining: 1m 32s 36: total: 2.33s remaining: 1m 32s 37: total: 2.39s remaining: 1m 32s 38: total: 2.45s remaining: 1m 31s 39: total: 2.51s remaining: 1m 31s 40: total: 2.57s remaining: 1m 31s 41: total: 2.63s remaining: 1m 31s 42: total: 2.69s remaining: 1m 30s 43: total: 2.75s remaining: 1m 30s 44: total: 2.82s remaining: 1m 31s 45: total: 2.89s remaining: 1m 31s 46: total: 2.95s remaining: 1m 31s 47: total: 3.01s remaining: 1m 31s 48: total: 3.07s remaining: 1m 30s 49: total: 3.13s remaining: 1m 30s 50: total: 3.2s remaining: 1m 30s 51: total: 3.26s remaining: 1m 30s 52: total: 3.32s remaining: 1m 30s 53: total: 3.38s remaining: 1m 30s 54: total: 3.44s remaining: 1m 30s 55: total: 3.51s remaining: 1m 30s 56: total: 3.56s remaining: 1m 30s 57: total: 3.62s remaining: 1m 30s 58: total: 3.68s remaining: 1m 29s 59: total: 3.73s remaining: 1m 29s 60: total: 3.79s remaining: 1m 29s 61: total: 3.86s remaining: 1m 29s 62: total: 3.91s remaining: 1m 29s 63: total: 3.97s remaining: 1m 29s 64: total: 4.03s remaining: 1m 28s 65: total: 4.09s remaining: 1m 28s 66: total: 4.15s remaining: 1m 28s 67: total: 4.21s remaining: 1m 28s 68: total: 4.26s remaining: 1m 28s 69: total: 4.33s remaining: 1m 28s 70: total: 4.38s remaining: 1m 28s 71: total: 4.44s remaining: 1m 28s 72: total: 4.5s remaining: 1m 27s 73: total: 4.56s remaining: 1m 27s 74: total: 4.62s remaining: 1m 27s 75: total: 4.69s remaining: 1m 27s 76: total: 4.75s remaining: 1m 27s 77: total: 4.81s remaining: 1m 27s 78: total: 4.87s remaining: 1m 27s 79: total: 4.93s remaining: 1m 27s 80: total: 4.99s remaining: 1m 27s 81: total: 5.05s remaining: 1m 27s 82: total: 5.11s remaining: 1m 27s 83: total: 5.17s remaining: 1m 27s 84: total: 5.23s remaining: 1m 27s 85: total: 5.29s remaining: 1m 26s 86: total: 5.34s remaining: 1m 26s 87: total: 5.4s remaining: 1m 26s 88: total: 5.46s remaining: 1m 26s 89: total: 5.51s remaining: 1m 26s 90: total: 5.65s remaining: 1m 27s 91: total: 5.71s remaining: 1m 27s 92: total: 5.77s remaining: 1m 27s 93: total: 5.84s remaining: 1m 27s 94: total: 5.91s remaining: 1m 27s 95: total: 5.95s remaining: 1m 26s 96: total: 6s remaining: 1m 26s 97: total: 6.06s remaining: 1m 26s 98: total: 6.12s remaining: 1m 26s 99: total: 6.18s remaining: 1m 26s 100: total: 6.24s remaining: 1m 26s 101: total: 6.29s remaining: 1m 26s 102: total: 6.35s remaining: 1m 26s 103: total: 6.41s remaining: 1m 25s 104: total: 6.46s remaining: 1m 25s 105: total: 6.52s remaining: 1m 25s 106: total: 6.57s remaining: 1m 25s 107: total: 6.63s remaining: 1m 25s 108: total: 6.68s remaining: 1m 25s 109: total: 6.74s remaining: 1m 25s 110: total: 6.79s remaining: 1m 24s 111: total: 6.84s remaining: 1m 24s 112: total: 6.9s remaining: 1m 24s 113: total: 6.95s remaining: 1m 24s 114: total: 7.01s remaining: 1m 24s 115: total: 7.06s remaining: 1m 24s 116: total: 7.11s remaining: 1m 24s 117: total: 7.17s remaining: 1m 23s 118: total: 7.22s remaining: 1m 23s 119: total: 7.28s remaining: 1m 23s 120: total: 7.33s remaining: 1m 23s 121: total: 7.38s remaining: 1m 23s 122: total: 7.44s remaining: 1m 23s 123: total: 7.49s remaining: 1m 23s 124: total: 7.54s remaining: 1m 22s 125: total: 7.59s remaining: 1m 22s 126: total: 7.65s remaining: 1m 22s 127: total: 7.7s remaining: 1m 22s 128: total: 7.75s remaining: 1m 22s 129: total: 7.81s remaining: 1m 22s 130: total: 7.86s remaining: 1m 22s 131: total: 7.95s remaining: 1m 22s 132: total: 8s remaining: 1m 22s 133: total: 8.06s remaining: 1m 22s 134: total: 8.11s remaining: 1m 22s 135: total: 8.17s remaining: 1m 21s 136: total: 8.23s remaining: 1m 21s 137: total: 8.28s remaining: 1m 21s 138: total: 8.33s remaining: 1m 21s 139: total: 8.39s remaining: 1m 21s 140: total: 8.44s remaining: 1m 21s 141: total: 8.49s remaining: 1m 21s 142: total: 8.55s remaining: 1m 21s 143: total: 8.61s remaining: 1m 21s 144: total: 8.65s remaining: 1m 20s 145: total: 8.71s remaining: 1m 20s 146: total: 8.79s remaining: 1m 20s 147: total: 8.84s remaining: 1m 20s 148: total: 8.89s remaining: 1m 20s 149: total: 8.95s remaining: 1m 20s 150: total: 9.01s remaining: 1m 20s 151: total: 9.06s remaining: 1m 20s 152: total: 9.11s remaining: 1m 20s 153: total: 9.16s remaining: 1m 20s 154: total: 9.21s remaining: 1m 19s 155: total: 9.27s remaining: 1m 19s 156: total: 9.32s remaining: 1m 19s 157: total: 9.37s remaining: 1m 19s 158: total: 9.42s remaining: 1m 19s 159: total: 9.48s remaining: 1m 19s 160: total: 9.53s remaining: 1m 19s 161: total: 9.58s remaining: 1m 19s 162: total: 9.63s remaining: 1m 19s 163: total: 9.69s remaining: 1m 18s 164: total: 9.75s remaining: 1m 18s 165: total: 9.81s remaining: 1m 18s 166: total: 9.86s remaining: 1m 18s 167: total: 9.91s remaining: 1m 18s 168: total: 9.96s remaining: 1m 18s 169: total: 10s remaining: 1m 18s 170: total: 10.1s remaining: 1m 18s 171: total: 10.1s remaining: 1m 18s 172: total: 10.2s remaining: 1m 18s 173: total: 10.2s remaining: 1m 17s 174: total: 10.3s remaining: 1m 17s 175: total: 10.3s remaining: 1m 17s 176: total: 10.4s remaining: 1m 17s 177: total: 10.4s remaining: 1m 17s 178: total: 10.5s remaining: 1m 17s 179: total: 10.6s remaining: 1m 17s 180: total: 10.6s remaining: 1m 17s 181: total: 10.7s remaining: 1m 17s 182: total: 10.7s remaining: 1m 17s 183: total: 10.8s remaining: 1m 17s 184: total: 10.8s remaining: 1m 16s 185: total: 10.9s remaining: 1m 16s 186: total: 10.9s remaining: 1m 16s 187: total: 11s remaining: 1m 16s 188: total: 11.1s remaining: 1m 16s 189: total: 11.1s remaining: 1m 16s 190: total: 11.2s remaining: 1m 16s 191: total: 11.2s remaining: 1m 16s 192: total: 11.3s remaining: 1m 16s 193: total: 11.3s remaining: 1m 16s 194: total: 11.4s remaining: 1m 16s 195: total: 11.4s remaining: 1m 16s 196: total: 11.5s remaining: 1m 15s 197: total: 11.5s remaining: 1m 15s 198: total: 11.6s remaining: 1m 15s 199: total: 11.6s remaining: 1m 15s 200: total: 11.7s remaining: 1m 15s 201: total: 11.7s remaining: 1m 15s 202: total: 11.8s remaining: 1m 15s 203: total: 11.8s remaining: 1m 15s 204: total: 11.9s remaining: 1m 15s 205: total: 12s remaining: 1m 15s 206: total: 12s remaining: 1m 15s 207: total: 12.1s remaining: 1m 14s 208: total: 12.1s remaining: 1m 14s 209: total: 12.2s remaining: 1m 14s 210: total: 12.2s remaining: 1m 14s 211: total: 12.3s remaining: 1m 14s 212: total: 12.3s remaining: 1m 14s 213: total: 12.4s remaining: 1m 14s 214: total: 12.4s remaining: 1m 14s 215: total: 12.5s remaining: 1m 14s 216: total: 12.6s remaining: 1m 14s 217: total: 12.6s remaining: 1m 14s 218: total: 12.7s remaining: 1m 14s 219: total: 12.7s remaining: 1m 13s 220: total: 12.8s remaining: 1m 13s 221: total: 12.8s remaining: 1m 13s 222: total: 12.9s remaining: 1m 13s 223: total: 12.9s remaining: 1m 13s 224: total: 13s remaining: 1m 13s 225: total: 13s remaining: 1m 13s 226: total: 13.1s remaining: 1m 13s 227: total: 13.1s remaining: 1m 13s 228: total: 13.2s remaining: 1m 13s 229: total: 13.2s remaining: 1m 13s 230: total: 13.3s remaining: 1m 13s 231: total: 13.3s remaining: 1m 12s 232: total: 13.4s remaining: 1m 12s 233: total: 13.4s remaining: 1m 12s 234: total: 13.5s remaining: 1m 12s 235: total: 13.6s remaining: 1m 12s 236: total: 13.6s remaining: 1m 12s 237: total: 13.7s remaining: 1m 12s 238: total: 13.7s remaining: 1m 12s 239: total: 13.8s remaining: 1m 12s 240: total: 13.8s remaining: 1m 12s 241: total: 13.9s remaining: 1m 12s 242: total: 13.9s remaining: 1m 12s 243: total: 14s remaining: 1m 11s 244: total: 14s remaining: 1m 11s 245: total: 14.1s remaining: 1m 11s 246: total: 14.1s remaining: 1m 11s 247: total: 14.2s remaining: 1m 11s 248: total: 14.3s remaining: 1m 11s 249: total: 14.3s remaining: 1m 11s 250: total: 14.4s remaining: 1m 11s 251: total: 14.4s remaining: 1m 11s 252: total: 14.5s remaining: 1m 11s 253: total: 14.5s remaining: 1m 11s 254: total: 14.6s remaining: 1m 11s 255: total: 14.7s remaining: 1m 11s 256: total: 14.7s remaining: 1m 11s 257: total: 14.8s remaining: 1m 11s 258: total: 14.8s remaining: 1m 11s 259: total: 14.9s remaining: 1m 10s 260: total: 14.9s remaining: 1m 10s 261: total: 15s remaining: 1m 10s 262: total: 15s remaining: 1m 10s 263: total: 15.1s remaining: 1m 10s 264: total: 15.2s remaining: 1m 10s 265: total: 15.2s remaining: 1m 10s 266: total: 15.3s remaining: 1m 10s 267: total: 15.3s remaining: 1m 10s 268: total: 15.4s remaining: 1m 10s 269: total: 15.5s remaining: 1m 10s 270: total: 15.5s remaining: 1m 10s 271: total: 15.6s remaining: 1m 10s 272: total: 15.6s remaining: 1m 10s 273: total: 15.7s remaining: 1m 10s 274: total: 15.8s remaining: 1m 10s 275: total: 15.8s remaining: 1m 10s 276: total: 15.9s remaining: 1m 10s 277: total: 16s remaining: 1m 10s 278: total: 16s remaining: 1m 10s 279: total: 16.1s remaining: 1m 10s 280: total: 16.1s remaining: 1m 10s 281: total: 16.2s remaining: 1m 9s 282: total: 16.3s remaining: 1m 9s 283: total: 16.3s remaining: 1m 9s 284: total: 16.4s remaining: 1m 9s 285: total: 16.4s remaining: 1m 9s 286: total: 16.5s remaining: 1m 9s 287: total: 16.6s remaining: 1m 9s 288: total: 16.6s remaining: 1m 9s 289: total: 16.7s remaining: 1m 9s 290: total: 16.8s remaining: 1m 9s 291: total: 16.8s remaining: 1m 9s 292: total: 16.9s remaining: 1m 9s 293: total: 17s remaining: 1m 9s 294: total: 17.1s remaining: 1m 9s 295: total: 17.2s remaining: 1m 9s 296: total: 17.3s remaining: 1m 9s 297: total: 17.3s remaining: 1m 9s 298: total: 17.4s remaining: 1m 9s 299: total: 17.5s remaining: 1m 9s 300: total: 17.5s remaining: 1m 9s 301: total: 17.6s remaining: 1m 9s 302: total: 17.6s remaining: 1m 9s 303: total: 17.7s remaining: 1m 9s 304: total: 17.8s remaining: 1m 9s 305: total: 17.8s remaining: 1m 9s 306: total: 17.9s remaining: 1m 9s 307: total: 18s remaining: 1m 9s 308: total: 18s remaining: 1m 9s 309: total: 18.1s remaining: 1m 9s 310: total: 18.1s remaining: 1m 9s 311: total: 18.2s remaining: 1m 9s 312: total: 18.3s remaining: 1m 9s 313: total: 18.3s remaining: 1m 9s 314: total: 18.4s remaining: 1m 9s 315: total: 18.4s remaining: 1m 9s 316: total: 18.5s remaining: 1m 9s 317: total: 18.6s remaining: 1m 8s 318: total: 18.6s remaining: 1m 8s 319: total: 18.7s remaining: 1m 8s 320: total: 18.7s remaining: 1m 8s 321: total: 18.8s remaining: 1m 8s 322: total: 18.9s remaining: 1m 8s 323: total: 18.9s remaining: 1m 8s 324: total: 19s remaining: 1m 8s 325: total: 19s remaining: 1m 8s 326: total: 19.1s remaining: 1m 8s 327: total: 19.2s remaining: 1m 8s 328: total: 19.2s remaining: 1m 8s 329: total: 19.3s remaining: 1m 8s 330: total: 19.4s remaining: 1m 8s 331: total: 19.4s remaining: 1m 8s 332: total: 19.5s remaining: 1m 8s 333: total: 19.6s remaining: 1m 8s 334: total: 19.7s remaining: 1m 8s 335: total: 19.7s remaining: 1m 8s 336: total: 19.8s remaining: 1m 8s 337: total: 19.9s remaining: 1m 8s 338: total: 20s remaining: 1m 8s 339: total: 20.1s remaining: 1m 8s 340: total: 20.2s remaining: 1m 8s 341: total: 20.2s remaining: 1m 8s 342: total: 20.3s remaining: 1m 8s 343: total: 20.4s remaining: 1m 8s 344: total: 20.5s remaining: 1m 8s 345: total: 20.5s remaining: 1m 8s 346: total: 20.6s remaining: 1m 8s 347: total: 20.7s remaining: 1m 8s 348: total: 20.7s remaining: 1m 8s 349: total: 20.8s remaining: 1m 8s 350: total: 20.9s remaining: 1m 8s 351: total: 20.9s remaining: 1m 8s 352: total: 21s remaining: 1m 8s 353: total: 21s remaining: 1m 8s 354: total: 21.1s remaining: 1m 7s 355: total: 21.1s remaining: 1m 7s 356: total: 21.2s remaining: 1m 7s 357: total: 21.3s remaining: 1m 7s 358: total: 21.3s remaining: 1m 7s 359: total: 21.4s remaining: 1m 7s 360: total: 21.4s remaining: 1m 7s 361: total: 21.5s remaining: 1m 7s 362: total: 21.5s remaining: 1m 7s 363: total: 21.6s remaining: 1m 7s 364: total: 21.7s remaining: 1m 7s 365: total: 21.7s remaining: 1m 7s 366: total: 21.8s remaining: 1m 7s 367: total: 21.8s remaining: 1m 7s 368: total: 21.9s remaining: 1m 7s 369: total: 21.9s remaining: 1m 7s 370: total: 22s remaining: 1m 6s 371: total: 22.1s remaining: 1m 6s 372: total: 22.1s remaining: 1m 6s 373: total: 22.2s remaining: 1m 6s 374: total: 22.3s remaining: 1m 6s 375: total: 22.3s remaining: 1m 6s 376: total: 22.4s remaining: 1m 6s 377: total: 22.4s remaining: 1m 6s 378: total: 22.5s remaining: 1m 6s 379: total: 22.5s remaining: 1m 6s 380: total: 22.6s remaining: 1m 6s 381: total: 22.7s remaining: 1m 6s 382: total: 22.7s remaining: 1m 6s 383: total: 22.8s remaining: 1m 6s 384: total: 22.8s remaining: 1m 6s 385: total: 22.9s remaining: 1m 6s 386: total: 22.9s remaining: 1m 5s 387: total: 23s remaining: 1m 5s 388: total: 23s remaining: 1m 5s 389: total: 23.1s remaining: 1m 5s 390: total: 23.2s remaining: 1m 5s 391: total: 23.2s remaining: 1m 5s 392: total: 23.3s remaining: 1m 5s 393: total: 23.3s remaining: 1m 5s 394: total: 23.4s remaining: 1m 5s 395: total: 23.4s remaining: 1m 5s 396: total: 23.5s remaining: 1m 5s 397: total: 23.5s remaining: 1m 5s 398: total: 23.6s remaining: 1m 5s 399: total: 23.6s remaining: 1m 5s 400: total: 23.7s remaining: 1m 4s 401: total: 23.7s remaining: 1m 4s 402: total: 23.8s remaining: 1m 4s 403: total: 23.8s remaining: 1m 4s 404: total: 23.9s remaining: 1m 4s 405: total: 23.9s remaining: 1m 4s 406: total: 24s remaining: 1m 4s 407: total: 24.1s remaining: 1m 4s 408: total: 24.1s remaining: 1m 4s 409: total: 24.2s remaining: 1m 4s 410: total: 24.2s remaining: 1m 4s 411: total: 24.3s remaining: 1m 4s 412: total: 24.3s remaining: 1m 4s 413: total: 24.4s remaining: 1m 3s 414: total: 24.4s remaining: 1m 3s 415: total: 24.5s remaining: 1m 3s 416: total: 24.6s remaining: 1m 3s 417: total: 24.6s remaining: 1m 3s 418: total: 24.7s remaining: 1m 3s 419: total: 24.7s remaining: 1m 3s 420: total: 24.8s remaining: 1m 3s 421: total: 24.8s remaining: 1m 3s 422: total: 24.9s remaining: 1m 3s 423: total: 24.9s remaining: 1m 3s 424: total: 25s remaining: 1m 3s 425: total: 25s remaining: 1m 3s 426: total: 25.1s remaining: 1m 3s 427: total: 25.1s remaining: 1m 2s 428: total: 25.2s remaining: 1m 2s 429: total: 25.3s remaining: 1m 2s 430: total: 25.3s remaining: 1m 2s 431: total: 25.3s remaining: 1m 2s 432: total: 25.4s remaining: 1m 2s 433: total: 25.4s remaining: 1m 2s 434: total: 25.5s remaining: 1m 2s 435: total: 25.6s remaining: 1m 2s 436: total: 25.6s remaining: 1m 2s 437: total: 25.7s remaining: 1m 2s 438: total: 25.7s remaining: 1m 2s 439: total: 25.8s remaining: 1m 2s 440: total: 25.8s remaining: 1m 2s 441: total: 25.9s remaining: 1m 1s 442: total: 25.9s remaining: 1m 1s 443: total: 26s remaining: 1m 1s 444: total: 26s remaining: 1m 1s 445: total: 26.1s remaining: 1m 1s 446: total: 26.2s remaining: 1m 1s 447: total: 26.2s remaining: 1m 1s 448: total: 26.2s remaining: 1m 1s 449: total: 26.3s remaining: 1m 1s 450: total: 26.3s remaining: 1m 1s 451: total: 26.4s remaining: 1m 1s 452: total: 26.5s remaining: 1m 1s 453: total: 26.5s remaining: 1m 1s 454: total: 26.6s remaining: 1m 1s 455: total: 26.6s remaining: 1m 456: total: 26.7s remaining: 1m 457: total: 26.7s remaining: 1m 458: total: 26.8s remaining: 1m 459: total: 26.9s remaining: 1m 460: total: 26.9s remaining: 1m 461: total: 27s remaining: 1m 462: total: 27s remaining: 1m 463: total: 27.1s remaining: 1m 464: total: 27.1s remaining: 1m 465: total: 27.2s remaining: 1m 466: total: 27.2s remaining: 1m 467: total: 27.3s remaining: 1m 468: total: 27.4s remaining: 1m 469: total: 27.4s remaining: 1m 470: total: 27.5s remaining: 1m 471: total: 27.5s remaining: 59.9s 472: total: 27.6s remaining: 59.9s 473: total: 27.6s remaining: 59.8s 474: total: 27.7s remaining: 59.7s 475: total: 27.7s remaining: 59.7s 476: total: 27.9s remaining: 59.8s 477: total: 27.9s remaining: 59.7s 478: total: 28s remaining: 59.6s 479: total: 28s remaining: 59.5s 480: total: 28.1s remaining: 59.5s 481: total: 28.1s remaining: 59.4s 482: total: 28.2s remaining: 59.4s 483: total: 28.2s remaining: 59.3s 484: total: 28.3s remaining: 59.2s 485: total: 28.4s remaining: 59.2s 486: total: 28.4s remaining: 59.1s 487: total: 28.5s remaining: 59.1s 488: total: 28.5s remaining: 59s 489: total: 28.6s remaining: 58.9s 490: total: 28.6s remaining: 58.9s 491: total: 28.7s remaining: 58.8s 492: total: 28.8s remaining: 58.8s 493: total: 28.8s remaining: 58.7s 494: total: 28.9s remaining: 58.6s 495: total: 28.9s remaining: 58.6s 496: total: 29s remaining: 58.5s 497: total: 29s remaining: 58.4s 498: total: 29.1s remaining: 58.3s 499: total: 29.1s remaining: 58.3s 500: total: 29.2s remaining: 58.2s 501: total: 29.2s remaining: 58.1s 502: total: 29.3s remaining: 58.1s 503: total: 29.4s remaining: 58s 504: total: 29.4s remaining: 57.9s 505: total: 29.5s remaining: 57.9s 506: total: 29.5s remaining: 57.8s 507: total: 29.6s remaining: 57.7s 508: total: 29.6s remaining: 57.7s 509: total: 29.7s remaining: 57.6s 510: total: 29.7s remaining: 57.6s 511: total: 29.8s remaining: 57.5s 512: total: 29.9s remaining: 57.4s 513: total: 29.9s remaining: 57.4s 514: total: 30s remaining: 57.3s 515: total: 30s remaining: 57.3s 516: total: 30.1s remaining: 57.2s 517: total: 30.1s remaining: 57.1s 518: total: 30.2s remaining: 57.1s 519: total: 30.2s remaining: 57s 520: total: 30.3s remaining: 56.9s 521: total: 30.4s remaining: 56.9s 522: total: 30.4s remaining: 56.8s 523: total: 30.5s remaining: 56.7s 524: total: 30.5s remaining: 56.7s 525: total: 30.6s remaining: 56.6s 526: total: 30.6s remaining: 56.5s 527: total: 30.7s remaining: 56.4s 528: total: 30.7s remaining: 56.4s 529: total: 30.8s remaining: 56.3s 530: total: 30.8s remaining: 56.3s 531: total: 30.9s remaining: 56.2s 532: total: 30.9s remaining: 56.1s 533: total: 31s remaining: 56.1s 534: total: 31s remaining: 56s 535: total: 31.1s remaining: 55.9s 536: total: 31.2s remaining: 55.9s 537: total: 31.2s remaining: 55.8s 538: total: 31.3s remaining: 55.8s 539: total: 31.4s remaining: 55.7s 540: total: 31.4s remaining: 55.7s 541: total: 31.5s remaining: 55.6s 542: total: 31.5s remaining: 55.6s 543: total: 31.6s remaining: 55.5s 544: total: 31.6s remaining: 55.5s 545: total: 31.7s remaining: 55.4s 546: total: 31.7s remaining: 55.3s 547: total: 31.8s remaining: 55.2s 548: total: 31.9s remaining: 55.2s 549: total: 31.9s remaining: 55.1s 550: total: 32s remaining: 55s 551: total: 32s remaining: 55s 552: total: 32.1s remaining: 54.9s 553: total: 32.1s remaining: 54.8s 554: total: 32.2s remaining: 54.8s 555: total: 32.2s remaining: 54.7s 556: total: 32.3s remaining: 54.7s 557: total: 32.3s remaining: 54.6s 558: total: 32.4s remaining: 54.5s 559: total: 32.4s remaining: 54.5s 560: total: 32.5s remaining: 54.4s 561: total: 32.5s remaining: 54.3s 562: total: 32.6s remaining: 54.2s 563: total: 32.7s remaining: 54.2s 564: total: 32.7s remaining: 54.1s 565: total: 32.8s remaining: 54.1s 566: total: 32.8s remaining: 54s 567: total: 32.9s remaining: 53.9s 568: total: 32.9s remaining: 53.9s 569: total: 33s remaining: 53.8s 570: total: 33s remaining: 53.7s 571: total: 33.1s remaining: 53.7s 572: total: 33.2s remaining: 53.6s 573: total: 33.2s remaining: 53.6s 574: total: 33.3s remaining: 53.5s 575: total: 33.3s remaining: 53.5s 576: total: 33.4s remaining: 53.4s 577: total: 33.5s remaining: 53.4s 578: total: 33.5s remaining: 53.3s 579: total: 33.6s remaining: 53.3s 580: total: 33.6s remaining: 53.2s 581: total: 33.7s remaining: 53.1s 582: total: 33.7s remaining: 53.1s 583: total: 33.8s remaining: 53s 584: total: 33.8s remaining: 52.9s 585: total: 33.9s remaining: 52.9s 586: total: 33.9s remaining: 52.8s 587: total: 34s remaining: 52.7s 588: total: 34.1s remaining: 52.7s 589: total: 34.1s remaining: 52.6s 590: total: 34.2s remaining: 52.6s 591: total: 34.2s remaining: 52.5s 592: total: 34.3s remaining: 52.4s 593: total: 34.3s remaining: 52.4s 594: total: 34.4s remaining: 52.3s 595: total: 34.4s remaining: 52.3s 596: total: 34.5s remaining: 52.2s 597: total: 34.5s remaining: 52.1s 598: total: 34.6s remaining: 52.1s 599: total: 34.6s remaining: 52s 600: total: 34.7s remaining: 51.9s 601: total: 34.7s remaining: 51.8s 602: total: 34.8s remaining: 51.8s 603: total: 34.8s remaining: 51.7s 604: total: 34.9s remaining: 51.6s 605: total: 34.9s remaining: 51.6s 606: total: 35s remaining: 51.5s 607: total: 35.1s remaining: 51.4s 608: total: 35.1s remaining: 51.4s 609: total: 35.2s remaining: 51.3s 610: total: 35.2s remaining: 51.3s 611: total: 35.3s remaining: 51.2s 612: total: 35.4s remaining: 51.2s 613: total: 35.4s remaining: 51.1s 614: total: 35.5s remaining: 51s 615: total: 35.5s remaining: 50.9s 616: total: 35.5s remaining: 50.9s 617: total: 35.6s remaining: 50.8s 618: total: 35.7s remaining: 50.8s 619: total: 35.7s remaining: 50.7s 620: total: 35.8s remaining: 50.6s 621: total: 35.8s remaining: 50.6s 622: total: 35.9s remaining: 50.5s 623: total: 35.9s remaining: 50.5s 624: total: 36s remaining: 50.4s 625: total: 36.1s remaining: 50.3s 626: total: 36.1s remaining: 50.3s 627: total: 36.2s remaining: 50.2s 628: total: 36.2s remaining: 50.2s 629: total: 36.3s remaining: 50.1s 630: total: 36.3s remaining: 50s 631: total: 36.4s remaining: 50s 632: total: 36.5s remaining: 49.9s 633: total: 36.5s remaining: 49.9s 634: total: 36.5s remaining: 49.8s 635: total: 36.6s remaining: 49.7s 636: total: 36.7s remaining: 49.7s 637: total: 36.7s remaining: 49.6s 638: total: 36.8s remaining: 49.5s 639: total: 36.8s remaining: 49.5s 640: total: 36.9s remaining: 49.4s 641: total: 36.9s remaining: 49.3s 642: total: 37s remaining: 49.3s 643: total: 37s remaining: 49.2s 644: total: 37.1s remaining: 49.1s 645: total: 37.1s remaining: 49.1s 646: total: 37.1s remaining: 49s 647: total: 37.2s remaining: 48.9s 648: total: 37.3s remaining: 48.9s 649: total: 37.3s remaining: 48.8s 650: total: 37.4s remaining: 48.7s 651: total: 37.4s remaining: 48.6s 652: total: 37.5s remaining: 48.6s 653: total: 37.5s remaining: 48.5s 654: total: 37.5s remaining: 48.4s 655: total: 37.6s remaining: 48.4s 656: total: 37.6s remaining: 48.3s 657: total: 37.7s remaining: 48.2s 658: total: 37.8s remaining: 48.2s 659: total: 37.8s remaining: 48.1s 660: total: 37.8s remaining: 48s 661: total: 37.9s remaining: 47.9s 662: total: 37.9s remaining: 47.9s 663: total: 38s remaining: 47.8s 664: total: 38s remaining: 47.8s 665: total: 38.1s remaining: 47.7s 666: total: 38.1s remaining: 47.6s 667: total: 38.2s remaining: 47.6s 668: total: 38.2s remaining: 47.5s 669: total: 38.3s remaining: 47.4s 670: total: 38.4s remaining: 47.4s 671: total: 38.5s remaining: 47.4s 672: total: 38.5s remaining: 47.3s 673: total: 38.5s remaining: 47.2s 674: total: 38.6s remaining: 47.2s 675: total: 38.7s remaining: 47.1s 676: total: 38.7s remaining: 47s 677: total: 38.7s remaining: 47s 678: total: 38.8s remaining: 46.9s 679: total: 38.9s remaining: 46.9s 680: total: 38.9s remaining: 46.8s 681: total: 39s remaining: 46.7s 682: total: 39s remaining: 46.7s 683: total: 39s remaining: 46.6s 684: total: 39.1s remaining: 46.5s 685: total: 39.1s remaining: 46.4s 686: total: 39.2s remaining: 46.4s 687: total: 39.2s remaining: 46.3s 688: total: 39.3s remaining: 46.2s 689: total: 39.3s remaining: 46.2s 690: total: 39.4s remaining: 46.1s 691: total: 39.4s remaining: 46s 692: total: 39.5s remaining: 46s 693: total: 39.5s remaining: 45.9s 694: total: 39.6s remaining: 45.8s 695: total: 39.6s remaining: 45.8s 696: total: 39.7s remaining: 45.7s 697: total: 39.7s remaining: 45.6s 698: total: 39.8s remaining: 45.6s 699: total: 39.8s remaining: 45.5s 700: total: 39.9s remaining: 45.5s 701: total: 39.9s remaining: 45.4s 702: total: 40s remaining: 45.3s 703: total: 40s remaining: 45.2s 704: total: 40.1s remaining: 45.2s 705: total: 40.1s remaining: 45.1s 706: total: 40.1s remaining: 45s 707: total: 40.2s remaining: 44.9s 708: total: 40.2s remaining: 44.9s 709: total: 40.3s remaining: 44.8s 710: total: 40.3s remaining: 44.8s 711: total: 40.4s remaining: 44.7s 712: total: 40.5s remaining: 44.7s 713: total: 40.5s remaining: 44.6s 714: total: 40.6s remaining: 44.5s 715: total: 40.6s remaining: 44.5s 716: total: 40.7s remaining: 44.4s 717: total: 40.7s remaining: 44.4s 718: total: 40.8s remaining: 44.3s 719: total: 40.8s remaining: 44.2s 720: total: 40.8s remaining: 44.1s 721: total: 40.9s remaining: 44.1s 722: total: 41s remaining: 44s 723: total: 41s remaining: 44s 724: total: 41s remaining: 43.9s 725: total: 41.1s remaining: 43.8s 726: total: 41.2s remaining: 43.8s 727: total: 41.2s remaining: 43.7s 728: total: 41.2s remaining: 43.6s 729: total: 41.3s remaining: 43.6s 730: total: 41.4s remaining: 43.5s 731: total: 41.4s remaining: 43.4s 732: total: 41.4s remaining: 43.4s 733: total: 41.5s remaining: 43.3s 734: total: 41.5s remaining: 43.2s 735: total: 41.6s remaining: 43.2s 736: total: 41.6s remaining: 43.1s 737: total: 41.7s remaining: 43s 738: total: 41.7s remaining: 43s 739: total: 41.8s remaining: 42.9s 740: total: 41.8s remaining: 42.8s 741: total: 41.9s remaining: 42.8s 742: total: 41.9s remaining: 42.7s 743: total: 42s remaining: 42.7s 744: total: 42s remaining: 42.6s 745: total: 42.1s remaining: 42.5s 746: total: 42.1s remaining: 42.5s 747: total: 42.2s remaining: 42.4s 748: total: 42.2s remaining: 42.3s 749: total: 42.3s remaining: 42.3s 750: total: 42.3s remaining: 42.2s 751: total: 42.4s remaining: 42.1s 752: total: 42.4s remaining: 42.1s 753: total: 42.5s remaining: 42s 754: total: 42.5s remaining: 42s 755: total: 42.6s remaining: 41.9s 756: total: 42.6s remaining: 41.8s 757: total: 42.7s remaining: 41.8s 758: total: 42.7s remaining: 41.7s 759: total: 42.8s remaining: 41.6s 760: total: 42.8s remaining: 41.6s 761: total: 42.9s remaining: 41.5s 762: total: 42.9s remaining: 41.4s 763: total: 42.9s remaining: 41.4s 764: total: 43s remaining: 41.3s 765: total: 43.1s remaining: 41.3s 766: total: 43.1s remaining: 41.2s 767: total: 43.1s remaining: 41.1s 768: total: 43.2s remaining: 41.1s 769: total: 43.3s remaining: 41s 770: total: 43.3s remaining: 40.9s 771: total: 43.3s remaining: 40.9s 772: total: 43.4s remaining: 40.8s 773: total: 43.4s remaining: 40.8s 774: total: 43.5s remaining: 40.7s 775: total: 43.6s remaining: 40.6s 776: total: 43.6s remaining: 40.6s 777: total: 43.7s remaining: 40.5s 778: total: 43.7s remaining: 40.4s 779: total: 43.8s remaining: 40.4s 780: total: 43.8s remaining: 40.3s 781: total: 43.9s remaining: 40.3s 782: total: 43.9s remaining: 40.2s 783: total: 44s remaining: 40.2s 784: total: 44s remaining: 40.1s 785: total: 44.1s remaining: 40s 786: total: 44.1s remaining: 40s 787: total: 44.2s remaining: 39.9s 788: total: 44.2s remaining: 39.8s 789: total: 44.3s remaining: 39.8s 790: total: 44.3s remaining: 39.7s 791: total: 44.4s remaining: 39.7s 792: total: 44.4s remaining: 39.6s 793: total: 44.4s remaining: 39.5s 794: total: 44.5s remaining: 39.4s 795: total: 44.5s remaining: 39.4s 796: total: 44.6s remaining: 39.3s 797: total: 44.6s remaining: 39.2s 798: total: 44.7s remaining: 39.2s 799: total: 44.7s remaining: 39.1s 800: total: 44.8s remaining: 39.1s 801: total: 44.8s remaining: 39s 802: total: 44.9s remaining: 39s 803: total: 44.9s remaining: 38.9s 804: total: 45s remaining: 38.8s 805: total: 45s remaining: 38.8s 806: total: 45.1s remaining: 38.7s 807: total: 45.1s remaining: 38.6s 808: total: 45.2s remaining: 38.6s 809: total: 45.3s remaining: 38.5s 810: total: 45.3s remaining: 38.5s 811: total: 45.4s remaining: 38.4s 812: total: 45.4s remaining: 38.4s 813: total: 45.4s remaining: 38.3s 814: total: 45.5s remaining: 38.2s 815: total: 45.5s remaining: 38.2s 816: total: 45.6s remaining: 38.1s 817: total: 45.7s remaining: 38.1s 818: total: 45.7s remaining: 38s 819: total: 45.7s remaining: 37.9s 820: total: 45.8s remaining: 37.9s 821: total: 45.9s remaining: 37.8s 822: total: 45.9s remaining: 37.8s 823: total: 46s remaining: 37.7s 824: total: 46s remaining: 37.6s 825: total: 46s remaining: 37.6s 826: total: 46.1s remaining: 37.5s 827: total: 46.1s remaining: 37.4s 828: total: 46.2s remaining: 37.4s 829: total: 46.2s remaining: 37.3s 830: total: 46.3s remaining: 37.3s 831: total: 46.3s remaining: 37.2s 832: total: 46.4s remaining: 37.1s 833: total: 46.4s remaining: 37.1s 834: total: 46.5s remaining: 37s 835: total: 46.6s remaining: 37s 836: total: 46.6s remaining: 36.9s 837: total: 46.7s remaining: 36.9s 838: total: 46.7s remaining: 36.8s 839: total: 46.7s remaining: 36.7s 840: total: 46.8s remaining: 36.7s 841: total: 46.8s remaining: 36.6s 842: total: 46.9s remaining: 36.6s 843: total: 47s remaining: 36.5s 844: total: 47s remaining: 36.5s 845: total: 47.1s remaining: 36.4s 846: total: 47.1s remaining: 36.3s 847: total: 47.2s remaining: 36.3s 848: total: 47.2s remaining: 36.2s 849: total: 47.3s remaining: 36.2s 850: total: 47.3s remaining: 36.1s 851: total: 47.4s remaining: 36s 852: total: 47.5s remaining: 36s 853: total: 47.5s remaining: 35.9s 854: total: 47.6s remaining: 35.9s 855: total: 47.6s remaining: 35.8s 856: total: 47.7s remaining: 35.8s 857: total: 47.8s remaining: 35.7s 858: total: 47.8s remaining: 35.7s 859: total: 47.9s remaining: 35.6s 860: total: 47.9s remaining: 35.6s 861: total: 48s remaining: 35.5s 862: total: 48s remaining: 35.4s 863: total: 48.1s remaining: 35.4s 864: total: 48.1s remaining: 35.3s 865: total: 48.2s remaining: 35.3s 866: total: 48.2s remaining: 35.2s 867: total: 48.3s remaining: 35.1s 868: total: 48.3s remaining: 35.1s 869: total: 48.3s remaining: 35s 870: total: 48.4s remaining: 34.9s 871: total: 48.4s remaining: 34.9s 872: total: 48.5s remaining: 34.8s 873: total: 48.5s remaining: 34.8s 874: total: 48.6s remaining: 34.7s 875: total: 48.6s remaining: 34.6s 876: total: 48.7s remaining: 34.6s 877: total: 48.7s remaining: 34.5s 878: total: 48.8s remaining: 34.5s 879: total: 48.8s remaining: 34.4s 880: total: 48.9s remaining: 34.3s 881: total: 48.9s remaining: 34.3s 882: total: 49s remaining: 34.2s 883: total: 49s remaining: 34.1s 884: total: 49s remaining: 34.1s 885: total: 49.1s remaining: 34s 886: total: 49.1s remaining: 34s 887: total: 49.2s remaining: 33.9s 888: total: 49.2s remaining: 33.8s 889: total: 49.3s remaining: 33.8s 890: total: 49.3s remaining: 33.7s 891: total: 49.4s remaining: 33.7s 892: total: 49.4s remaining: 33.6s 893: total: 49.5s remaining: 33.5s 894: total: 49.6s remaining: 33.6s 895: total: 49.7s remaining: 33.5s 896: total: 49.7s remaining: 33.4s 897: total: 49.8s remaining: 33.4s 898: total: 49.9s remaining: 33.3s 899: total: 49.9s remaining: 33.3s 900: total: 50s remaining: 33.2s 901: total: 50s remaining: 33.1s 902: total: 50.1s remaining: 33.1s 903: total: 50.1s remaining: 33s 904: total: 50.2s remaining: 33s 905: total: 50.2s remaining: 32.9s 906: total: 50.3s remaining: 32.9s 907: total: 50.3s remaining: 32.8s 908: total: 50.4s remaining: 32.7s 909: total: 50.4s remaining: 32.7s 910: total: 50.5s remaining: 32.6s 911: total: 50.5s remaining: 32.6s 912: total: 50.6s remaining: 32.5s 913: total: 50.6s remaining: 32.5s 914: total: 50.7s remaining: 32.4s 915: total: 50.7s remaining: 32.4s 916: total: 50.8s remaining: 32.3s 917: total: 50.8s remaining: 32.2s 918: total: 50.9s remaining: 32.2s 919: total: 50.9s remaining: 32.1s 920: total: 51s remaining: 32s 921: total: 51s remaining: 32s 922: total: 51.1s remaining: 31.9s 923: total: 51.1s remaining: 31.9s 924: total: 51.2s remaining: 31.8s 925: total: 51.2s remaining: 31.8s 926: total: 51.3s remaining: 31.7s 927: total: 51.3s remaining: 31.6s 928: total: 51.4s remaining: 31.6s 929: total: 51.4s remaining: 31.5s 930: total: 51.5s remaining: 31.5s 931: total: 51.5s remaining: 31.4s 932: total: 51.6s remaining: 31.4s 933: total: 51.6s remaining: 31.3s 934: total: 51.7s remaining: 31.2s 935: total: 51.7s remaining: 31.2s 936: total: 51.8s remaining: 31.1s 937: total: 51.8s remaining: 31.1s 938: total: 51.9s remaining: 31s 939: total: 52s remaining: 31s 940: total: 52s remaining: 30.9s 941: total: 52.1s remaining: 30.8s 942: total: 52.1s remaining: 30.8s 943: total: 52.2s remaining: 30.7s 944: total: 52.2s remaining: 30.7s 945: total: 52.3s remaining: 30.6s 946: total: 52.3s remaining: 30.5s 947: total: 52.3s remaining: 30.5s 948: total: 52.4s remaining: 30.4s 949: total: 52.4s remaining: 30.3s 950: total: 52.5s remaining: 30.3s 951: total: 52.5s remaining: 30.2s 952: total: 52.6s remaining: 30.2s 953: total: 52.6s remaining: 30.1s 954: total: 52.7s remaining: 30.1s 955: total: 52.7s remaining: 30s 956: total: 52.8s remaining: 29.9s 957: total: 52.8s remaining: 29.9s 958: total: 52.9s remaining: 29.8s 959: total: 52.9s remaining: 29.8s 960: total: 53s remaining: 29.7s 961: total: 53s remaining: 29.6s 962: total: 53s remaining: 29.6s 963: total: 53.1s remaining: 29.5s 964: total: 53.1s remaining: 29.5s 965: total: 53.2s remaining: 29.4s 966: total: 53.3s remaining: 29.4s 967: total: 53.3s remaining: 29.3s 968: total: 53.3s remaining: 29.2s 969: total: 53.4s remaining: 29.2s 970: total: 53.4s remaining: 29.1s 971: total: 53.5s remaining: 29s 972: total: 53.5s remaining: 29s 973: total: 53.6s remaining: 28.9s 974: total: 53.6s remaining: 28.9s 975: total: 53.7s remaining: 28.8s 976: total: 53.7s remaining: 28.7s 977: total: 53.8s remaining: 28.7s 978: total: 53.8s remaining: 28.6s 979: total: 53.9s remaining: 28.6s 980: total: 53.9s remaining: 28.5s 981: total: 53.9s remaining: 28.5s 982: total: 54s remaining: 28.4s 983: total: 54s remaining: 28.3s 984: total: 54.1s remaining: 28.3s 985: total: 54.1s remaining: 28.2s 986: total: 54.1s remaining: 28.1s 987: total: 54.2s remaining: 28.1s 988: total: 54.3s remaining: 28s 989: total: 54.3s remaining: 28s 990: total: 54.4s remaining: 27.9s 991: total: 54.4s remaining: 27.9s 992: total: 54.4s remaining: 27.8s 993: total: 54.5s remaining: 27.7s 994: total: 54.5s remaining: 27.7s 995: total: 54.6s remaining: 27.6s 996: total: 54.6s remaining: 27.6s 997: total: 54.7s remaining: 27.5s 998: total: 54.7s remaining: 27.4s 999: total: 54.8s remaining: 27.4s 1000: total: 54.8s remaining: 27.3s 1001: total: 54.9s remaining: 27.3s 1002: total: 54.9s remaining: 27.2s 1003: total: 54.9s remaining: 27.1s 1004: total: 55s remaining: 27.1s 1005: total: 55s remaining: 27s 1006: total: 55.1s remaining: 27s 1007: total: 55.1s remaining: 26.9s 1008: total: 55.2s remaining: 26.9s 1009: total: 55.2s remaining: 26.8s 1010: total: 55.3s remaining: 26.7s 1011: total: 55.3s remaining: 26.7s 1012: total: 55.4s remaining: 26.6s 1013: total: 55.4s remaining: 26.6s 1014: total: 55.4s remaining: 26.5s 1015: total: 55.5s remaining: 26.4s 1016: total: 55.5s remaining: 26.4s 1017: total: 55.6s remaining: 26.3s 1018: total: 55.6s remaining: 26.3s 1019: total: 55.7s remaining: 26.2s 1020: total: 55.7s remaining: 26.1s 1021: total: 55.8s remaining: 26.1s 1022: total: 55.8s remaining: 26s 1023: total: 55.9s remaining: 26s 1024: total: 55.9s remaining: 25.9s 1025: total: 56s remaining: 25.9s 1026: total: 56s remaining: 25.8s 1027: total: 56.1s remaining: 25.7s 1028: total: 56.1s remaining: 25.7s 1029: total: 56.2s remaining: 25.6s 1030: total: 56.2s remaining: 25.6s 1031: total: 56.2s remaining: 25.5s 1032: total: 56.3s remaining: 25.4s 1033: total: 56.3s remaining: 25.4s 1034: total: 56.4s remaining: 25.3s 1035: total: 56.4s remaining: 25.3s 1036: total: 56.5s remaining: 25.2s 1037: total: 56.5s remaining: 25.2s 1038: total: 56.6s remaining: 25.1s 1039: total: 56.6s remaining: 25s 1040: total: 56.6s remaining: 25s 1041: total: 56.7s remaining: 24.9s 1042: total: 56.7s remaining: 24.9s 1043: total: 56.8s remaining: 24.8s 1044: total: 56.8s remaining: 24.7s 1045: total: 56.9s remaining: 24.7s 1046: total: 56.9s remaining: 24.6s 1047: total: 57s remaining: 24.6s 1048: total: 57s remaining: 24.5s 1049: total: 57.1s remaining: 24.5s 1050: total: 57.1s remaining: 24.4s 1051: total: 57.2s remaining: 24.4s 1052: total: 57.2s remaining: 24.3s 1053: total: 57.3s remaining: 24.2s 1054: total: 57.3s remaining: 24.2s 1055: total: 57.4s remaining: 24.1s 1056: total: 57.4s remaining: 24.1s 1057: total: 57.5s remaining: 24s 1058: total: 57.5s remaining: 23.9s 1059: total: 57.6s remaining: 23.9s 1060: total: 57.6s remaining: 23.8s 1061: total: 57.6s remaining: 23.8s 1062: total: 57.7s remaining: 23.7s 1063: total: 57.7s remaining: 23.6s 1064: total: 57.8s remaining: 23.6s 1065: total: 57.8s remaining: 23.5s 1066: total: 57.9s remaining: 23.5s 1067: total: 57.9s remaining: 23.4s 1068: total: 58s remaining: 23.4s 1069: total: 58s remaining: 23.3s 1070: total: 58.1s remaining: 23.3s 1071: total: 58.1s remaining: 23.2s 1072: total: 58.1s remaining: 23.1s 1073: total: 58.2s remaining: 23.1s 1074: total: 58.2s remaining: 23s 1075: total: 58.3s remaining: 23s 1076: total: 58.3s remaining: 22.9s 1077: total: 58.3s remaining: 22.8s 1078: total: 58.4s remaining: 22.8s 1079: total: 58.4s remaining: 22.7s 1080: total: 58.5s remaining: 22.7s 1081: total: 58.5s remaining: 22.6s 1082: total: 58.5s remaining: 22.5s 1083: total: 58.6s remaining: 22.5s 1084: total: 58.6s remaining: 22.4s 1085: total: 58.7s remaining: 22.4s 1086: total: 58.7s remaining: 22.3s 1087: total: 58.8s remaining: 22.3s 1088: total: 58.8s remaining: 22.2s 1089: total: 58.9s remaining: 22.1s 1090: total: 58.9s remaining: 22.1s 1091: total: 59s remaining: 22s 1092: total: 59s remaining: 22s 1093: total: 59.1s remaining: 21.9s 1094: total: 59.1s remaining: 21.9s 1095: total: 59.2s remaining: 21.8s 1096: total: 59.2s remaining: 21.7s 1097: total: 59.3s remaining: 21.7s 1098: total: 59.3s remaining: 21.6s 1099: total: 59.4s remaining: 21.6s 1100: total: 59.4s remaining: 21.5s 1101: total: 59.5s remaining: 21.5s 1102: total: 59.5s remaining: 21.4s 1103: total: 59.6s remaining: 21.4s 1104: total: 59.6s remaining: 21.3s 1105: total: 59.7s remaining: 21.3s 1106: total: 59.7s remaining: 21.2s 1107: total: 59.8s remaining: 21.2s 1108: total: 59.8s remaining: 21.1s 1109: total: 59.9s remaining: 21s 1110: total: 59.9s remaining: 21s 1111: total: 60s remaining: 20.9s 1112: total: 1m remaining: 20.9s 1113: total: 1m remaining: 20.8s 1114: total: 1m remaining: 20.8s 1115: total: 1m remaining: 20.7s 1116: total: 1m remaining: 20.7s 1117: total: 1m remaining: 20.6s 1118: total: 1m remaining: 20.6s 1119: total: 1m remaining: 20.5s 1120: total: 1m remaining: 20.5s 1121: total: 1m remaining: 20.4s 1122: total: 1m remaining: 20.3s 1123: total: 1m remaining: 20.3s 1124: total: 1m remaining: 20.2s 1125: total: 1m remaining: 20.2s 1126: total: 1m remaining: 20.1s 1127: total: 1m remaining: 20s 1128: total: 1m remaining: 20s 1129: total: 1m remaining: 19.9s 1130: total: 1m remaining: 19.9s 1131: total: 1m remaining: 19.8s 1132: total: 1m 1s remaining: 19.8s 1133: total: 1m 1s remaining: 19.7s 1134: total: 1m 1s remaining: 19.7s 1135: total: 1m 1s remaining: 19.6s 1136: total: 1m 1s remaining: 19.5s 1137: total: 1m 1s remaining: 19.5s 1138: total: 1m 1s remaining: 19.4s 1139: total: 1m 1s remaining: 19.4s 1140: total: 1m 1s remaining: 19.3s 1141: total: 1m 1s remaining: 19.3s 1142: total: 1m 1s remaining: 19.2s 1143: total: 1m 1s remaining: 19.2s 1144: total: 1m 1s remaining: 19.1s 1145: total: 1m 1s remaining: 19s 1146: total: 1m 1s remaining: 19s 1147: total: 1m 1s remaining: 18.9s 1148: total: 1m 1s remaining: 18.9s 1149: total: 1m 1s remaining: 18.8s 1150: total: 1m 1s remaining: 18.8s 1151: total: 1m 1s remaining: 18.7s 1152: total: 1m 1s remaining: 18.7s 1153: total: 1m 2s remaining: 18.6s 1154: total: 1m 2s remaining: 18.5s 1155: total: 1m 2s remaining: 18.5s 1156: total: 1m 2s remaining: 18.4s 1157: total: 1m 2s remaining: 18.4s 1158: total: 1m 2s remaining: 18.3s 1159: total: 1m 2s remaining: 18.3s 1160: total: 1m 2s remaining: 18.2s 1161: total: 1m 2s remaining: 18.2s 1162: total: 1m 2s remaining: 18.1s 1163: total: 1m 2s remaining: 18.1s 1164: total: 1m 2s remaining: 18s 1165: total: 1m 2s remaining: 17.9s 1166: total: 1m 2s remaining: 17.9s 1167: total: 1m 2s remaining: 17.8s 1168: total: 1m 2s remaining: 17.8s 1169: total: 1m 2s remaining: 17.7s 1170: total: 1m 2s remaining: 17.7s 1171: total: 1m 2s remaining: 17.6s 1172: total: 1m 3s remaining: 17.6s 1173: total: 1m 3s remaining: 17.5s 1174: total: 1m 3s remaining: 17.5s 1175: total: 1m 3s remaining: 17.4s 1176: total: 1m 3s remaining: 17.4s 1177: total: 1m 3s remaining: 17.3s 1178: total: 1m 3s remaining: 17.3s 1179: total: 1m 3s remaining: 17.2s 1180: total: 1m 3s remaining: 17.1s 1181: total: 1m 3s remaining: 17.1s 1182: total: 1m 3s remaining: 17s 1183: total: 1m 3s remaining: 17s 1184: total: 1m 3s remaining: 16.9s 1185: total: 1m 3s remaining: 16.9s 1186: total: 1m 3s remaining: 16.8s 1187: total: 1m 3s remaining: 16.8s 1188: total: 1m 3s remaining: 16.7s 1189: total: 1m 3s remaining: 16.7s 1190: total: 1m 4s remaining: 16.6s 1191: total: 1m 4s remaining: 16.5s 1192: total: 1m 4s remaining: 16.5s 1193: total: 1m 4s remaining: 16.4s 1194: total: 1m 4s remaining: 16.4s 1195: total: 1m 4s remaining: 16.3s 1196: total: 1m 4s remaining: 16.3s 1197: total: 1m 4s remaining: 16.2s 1198: total: 1m 4s remaining: 16.2s 1199: total: 1m 4s remaining: 16.1s 1200: total: 1m 4s remaining: 16.1s 1201: total: 1m 4s remaining: 16s 1202: total: 1m 4s remaining: 16s 1203: total: 1m 4s remaining: 15.9s 1204: total: 1m 4s remaining: 15.9s 1205: total: 1m 4s remaining: 15.8s 1206: total: 1m 4s remaining: 15.7s 1207: total: 1m 4s remaining: 15.7s 1208: total: 1m 4s remaining: 15.6s 1209: total: 1m 5s remaining: 15.6s 1210: total: 1m 5s remaining: 15.5s 1211: total: 1m 5s remaining: 15.5s 1212: total: 1m 5s remaining: 15.4s 1213: total: 1m 5s remaining: 15.4s 1214: total: 1m 5s remaining: 15.3s 1215: total: 1m 5s remaining: 15.3s 1216: total: 1m 5s remaining: 15.2s 1217: total: 1m 5s remaining: 15.1s 1218: total: 1m 5s remaining: 15.1s 1219: total: 1m 5s remaining: 15s 1220: total: 1m 5s remaining: 15s 1221: total: 1m 5s remaining: 14.9s 1222: total: 1m 5s remaining: 14.9s 1223: total: 1m 5s remaining: 14.8s 1224: total: 1m 5s remaining: 14.8s 1225: total: 1m 5s remaining: 14.7s 1226: total: 1m 5s remaining: 14.7s 1227: total: 1m 5s remaining: 14.6s 1228: total: 1m 5s remaining: 14.5s 1229: total: 1m 6s remaining: 14.5s 1230: total: 1m 6s remaining: 14.4s 1231: total: 1m 6s remaining: 14.4s 1232: total: 1m 6s remaining: 14.3s 1233: total: 1m 6s remaining: 14.3s 1234: total: 1m 6s remaining: 14.2s 1235: total: 1m 6s remaining: 14.2s 1236: total: 1m 6s remaining: 14.1s 1237: total: 1m 6s remaining: 14.1s 1238: total: 1m 6s remaining: 14s 1239: total: 1m 6s remaining: 14s 1240: total: 1m 6s remaining: 13.9s 1241: total: 1m 6s remaining: 13.8s 1242: total: 1m 6s remaining: 13.8s 1243: total: 1m 6s remaining: 13.7s 1244: total: 1m 6s remaining: 13.7s 1245: total: 1m 6s remaining: 13.6s 1246: total: 1m 6s remaining: 13.6s 1247: total: 1m 6s remaining: 13.5s 1248: total: 1m 7s remaining: 13.5s 1249: total: 1m 7s remaining: 13.4s 1250: total: 1m 7s remaining: 13.4s 1251: total: 1m 7s remaining: 13.3s 1252: total: 1m 7s remaining: 13.2s 1253: total: 1m 7s remaining: 13.2s 1254: total: 1m 7s remaining: 13.1s 1255: total: 1m 7s remaining: 13.1s 1256: total: 1m 7s remaining: 13s 1257: total: 1m 7s remaining: 13s 1258: total: 1m 7s remaining: 12.9s 1259: total: 1m 7s remaining: 12.9s 1260: total: 1m 7s remaining: 12.8s 1261: total: 1m 7s remaining: 12.8s 1262: total: 1m 7s remaining: 12.7s 1263: total: 1m 7s remaining: 12.7s 1264: total: 1m 7s remaining: 12.6s 1265: total: 1m 7s remaining: 12.5s 1266: total: 1m 7s remaining: 12.5s 1267: total: 1m 7s remaining: 12.4s 1268: total: 1m 8s remaining: 12.4s 1269: total: 1m 8s remaining: 12.3s 1270: total: 1m 8s remaining: 12.3s 1271: total: 1m 8s remaining: 12.2s 1272: total: 1m 8s remaining: 12.2s 1273: total: 1m 8s remaining: 12.1s 1274: total: 1m 8s remaining: 12.1s 1275: total: 1m 8s remaining: 12s 1276: total: 1m 8s remaining: 12s 1277: total: 1m 8s remaining: 11.9s 1278: total: 1m 8s remaining: 11.9s 1279: total: 1m 8s remaining: 11.8s 1280: total: 1m 8s remaining: 11.7s 1281: total: 1m 8s remaining: 11.7s 1282: total: 1m 8s remaining: 11.6s 1283: total: 1m 8s remaining: 11.6s 1284: total: 1m 8s remaining: 11.5s 1285: total: 1m 8s remaining: 11.5s 1286: total: 1m 8s remaining: 11.4s 1287: total: 1m 9s remaining: 11.4s 1288: total: 1m 9s remaining: 11.3s 1289: total: 1m 9s remaining: 11.3s 1290: total: 1m 9s remaining: 11.2s 1291: total: 1m 9s remaining: 11.1s 1292: total: 1m 9s remaining: 11.1s 1293: total: 1m 9s remaining: 11s 1294: total: 1m 9s remaining: 11s 1295: total: 1m 9s remaining: 10.9s 1296: total: 1m 9s remaining: 10.9s 1297: total: 1m 9s remaining: 10.8s 1298: total: 1m 9s remaining: 10.8s 1299: total: 1m 9s remaining: 10.7s 1300: total: 1m 9s remaining: 10.7s 1301: total: 1m 9s remaining: 10.6s 1302: total: 1m 9s remaining: 10.6s 1303: total: 1m 9s remaining: 10.5s 1304: total: 1m 9s remaining: 10.4s 1305: total: 1m 9s remaining: 10.4s 1306: total: 1m 10s remaining: 10.3s 1307: total: 1m 10s remaining: 10.3s 1308: total: 1m 10s remaining: 10.2s 1309: total: 1m 10s remaining: 10.2s 1310: total: 1m 10s remaining: 10.1s 1311: total: 1m 10s remaining: 10.1s 1312: total: 1m 10s remaining: 10s 1313: total: 1m 10s remaining: 9.96s 1314: total: 1m 10s remaining: 9.9s 1315: total: 1m 10s remaining: 9.85s 1316: total: 1m 10s remaining: 9.79s 1317: total: 1m 10s remaining: 9.74s 1318: total: 1m 10s remaining: 9.68s 1319: total: 1m 10s remaining: 9.63s 1320: total: 1m 10s remaining: 9.58s 1321: total: 1m 10s remaining: 9.52s 1322: total: 1m 10s remaining: 9.47s 1323: total: 1m 10s remaining: 9.42s 1324: total: 1m 10s remaining: 9.37s 1325: total: 1m 11s remaining: 9.32s 1326: total: 1m 11s remaining: 9.26s 1327: total: 1m 11s remaining: 9.21s 1328: total: 1m 11s remaining: 9.15s 1329: total: 1m 11s remaining: 9.1s 1330: total: 1m 11s remaining: 9.04s 1331: total: 1m 11s remaining: 8.99s 1332: total: 1m 11s remaining: 8.93s 1333: total: 1m 11s remaining: 8.88s 1334: total: 1m 11s remaining: 8.82s 1335: total: 1m 11s remaining: 8.77s 1336: total: 1m 11s remaining: 8.71s 1337: total: 1m 11s remaining: 8.66s 1338: total: 1m 11s remaining: 8.6s 1339: total: 1m 11s remaining: 8.55s 1340: total: 1m 11s remaining: 8.49s 1341: total: 1m 11s remaining: 8.44s 1342: total: 1m 11s remaining: 8.38s 1343: total: 1m 11s remaining: 8.33s 1344: total: 1m 11s remaining: 8.27s 1345: total: 1m 11s remaining: 8.22s 1346: total: 1m 11s remaining: 8.16s 1347: total: 1m 11s remaining: 8.11s 1348: total: 1m 11s remaining: 8.06s 1349: total: 1m 12s remaining: 8s 1350: total: 1m 12s remaining: 7.95s 1351: total: 1m 12s remaining: 7.89s 1352: total: 1m 12s remaining: 7.84s 1353: total: 1m 12s remaining: 7.78s 1354: total: 1m 12s remaining: 7.73s 1355: total: 1m 12s remaining: 7.68s 1356: total: 1m 12s remaining: 7.62s 1357: total: 1m 12s remaining: 7.57s 1358: total: 1m 12s remaining: 7.52s 1359: total: 1m 12s remaining: 7.46s 1360: total: 1m 12s remaining: 7.41s 1361: total: 1m 12s remaining: 7.35s 1362: total: 1m 12s remaining: 7.3s 1363: total: 1m 12s remaining: 7.25s 1364: total: 1m 12s remaining: 7.19s 1365: total: 1m 12s remaining: 7.13s 1366: total: 1m 12s remaining: 7.08s 1367: total: 1m 12s remaining: 7.03s 1368: total: 1m 12s remaining: 6.97s 1369: total: 1m 12s remaining: 6.92s 1370: total: 1m 12s remaining: 6.87s 1371: total: 1m 13s remaining: 6.81s 1372: total: 1m 13s remaining: 6.76s 1373: total: 1m 13s remaining: 6.7s 1374: total: 1m 13s remaining: 6.65s 1375: total: 1m 13s remaining: 6.6s 1376: total: 1m 13s remaining: 6.54s 1377: total: 1m 13s remaining: 6.49s 1378: total: 1m 13s remaining: 6.43s 1379: total: 1m 13s remaining: 6.38s 1380: total: 1m 13s remaining: 6.33s 1381: total: 1m 13s remaining: 6.27s 1382: total: 1m 13s remaining: 6.22s 1383: total: 1m 13s remaining: 6.17s 1384: total: 1m 13s remaining: 6.11s 1385: total: 1m 13s remaining: 6.06s 1386: total: 1m 13s remaining: 6.01s 1387: total: 1m 13s remaining: 5.95s 1388: total: 1m 13s remaining: 5.9s 1389: total: 1m 13s remaining: 5.85s 1390: total: 1m 13s remaining: 5.79s 1391: total: 1m 14s remaining: 5.74s 1392: total: 1m 14s remaining: 5.69s 1393: total: 1m 14s remaining: 5.64s 1394: total: 1m 14s remaining: 5.58s 1395: total: 1m 14s remaining: 5.53s 1396: total: 1m 14s remaining: 5.48s 1397: total: 1m 14s remaining: 5.42s 1398: total: 1m 14s remaining: 5.37s 1399: total: 1m 14s remaining: 5.32s 1400: total: 1m 14s remaining: 5.26s 1401: total: 1m 14s remaining: 5.21s 1402: total: 1m 14s remaining: 5.16s 1403: total: 1m 14s remaining: 5.11s 1404: total: 1m 14s remaining: 5.05s 1405: total: 1m 14s remaining: 5s 1406: total: 1m 14s remaining: 4.95s 1407: total: 1m 14s remaining: 4.89s 1408: total: 1m 14s remaining: 4.84s 1409: total: 1m 14s remaining: 4.79s 1410: total: 1m 15s remaining: 4.73s 1411: total: 1m 15s remaining: 4.68s 1412: total: 1m 15s remaining: 4.63s 1413: total: 1m 15s remaining: 4.57s 1414: total: 1m 15s remaining: 4.52s 1415: total: 1m 15s remaining: 4.47s 1416: total: 1m 15s remaining: 4.41s 1417: total: 1m 15s remaining: 4.36s 1418: total: 1m 15s remaining: 4.3s 1419: total: 1m 15s remaining: 4.25s 1420: total: 1m 15s remaining: 4.2s 1421: total: 1m 15s remaining: 4.14s 1422: total: 1m 15s remaining: 4.09s 1423: total: 1m 15s remaining: 4.04s 1424: total: 1m 15s remaining: 3.99s 1425: total: 1m 15s remaining: 3.93s 1426: total: 1m 15s remaining: 3.88s 1427: total: 1m 15s remaining: 3.83s 1428: total: 1m 15s remaining: 3.77s 1429: total: 1m 15s remaining: 3.72s 1430: total: 1m 16s remaining: 3.67s 1431: total: 1m 16s remaining: 3.61s 1432: total: 1m 16s remaining: 3.56s 1433: total: 1m 16s remaining: 3.5s 1434: total: 1m 16s remaining: 3.45s 1435: total: 1m 16s remaining: 3.4s 1436: total: 1m 16s remaining: 3.35s 1437: total: 1m 16s remaining: 3.3s 1438: total: 1m 16s remaining: 3.24s 1439: total: 1m 16s remaining: 3.19s 1440: total: 1m 16s remaining: 3.14s 1441: total: 1m 16s remaining: 3.09s 1442: total: 1m 16s remaining: 3.04s 1443: total: 1m 16s remaining: 2.98s 1444: total: 1m 17s remaining: 2.93s 1445: total: 1m 17s remaining: 2.88s 1446: total: 1m 17s remaining: 2.83s 1447: total: 1m 17s remaining: 2.77s 1448: total: 1m 17s remaining: 2.72s 1449: total: 1m 17s remaining: 2.67s 1450: total: 1m 17s remaining: 2.61s 1451: total: 1m 17s remaining: 2.56s 1452: total: 1m 17s remaining: 2.5s 1453: total: 1m 17s remaining: 2.45s 1454: total: 1m 17s remaining: 2.4s 1455: total: 1m 17s remaining: 2.35s 1456: total: 1m 17s remaining: 2.29s 1457: total: 1m 17s remaining: 2.24s 1458: total: 1m 17s remaining: 2.19s 1459: total: 1m 17s remaining: 2.13s 1460: total: 1m 17s remaining: 2.08s 1461: total: 1m 17s remaining: 2.02s 1462: total: 1m 17s remaining: 1.97s 1463: total: 1m 18s remaining: 1.92s 1464: total: 1m 18s remaining: 1.86s 1465: total: 1m 18s remaining: 1.81s 1466: total: 1m 18s remaining: 1.76s 1467: total: 1m 18s remaining: 1.7s 1468: total: 1m 18s remaining: 1.65s 1469: total: 1m 18s remaining: 1.6s 1470: total: 1m 18s remaining: 1.54s 1471: total: 1m 18s remaining: 1.49s 1472: total: 1m 18s remaining: 1.44s 1473: total: 1m 18s remaining: 1.38s 1474: total: 1m 18s remaining: 1.33s 1475: total: 1m 18s remaining: 1.28s 1476: total: 1m 18s remaining: 1.22s 1477: total: 1m 18s remaining: 1.17s 1478: total: 1m 18s remaining: 1.12s 1479: total: 1m 18s remaining: 1.06s 1480: total: 1m 18s remaining: 1.01s 1481: total: 1m 18s remaining: 958ms 1482: total: 1m 18s remaining: 905ms 1483: total: 1m 18s remaining: 851ms 1484: total: 1m 19s remaining: 798ms 1485: total: 1m 19s remaining: 745ms 1486: total: 1m 19s remaining: 692ms 1487: total: 1m 19s remaining: 639ms 1488: total: 1m 19s remaining: 585ms 1489: total: 1m 19s remaining: 532ms 1490: total: 1m 19s remaining: 479ms 1491: total: 1m 19s remaining: 426ms 1492: total: 1m 19s remaining: 373ms 1493: total: 1m 19s remaining: 319ms 1494: total: 1m 19s remaining: 266ms 1495: total: 1m 19s remaining: 213ms 1496: total: 1m 19s remaining: 160ms 1497: total: 1m 19s remaining: 106ms 1498: total: 1m 19s remaining: 53.2ms 1499: total: 1m 19s remaining: 0us [Voting] ...................... (4 of 4) Processing cat, total= 1.3min [Voting] ...................... (1 of 4) Processing ada, total= 4.8s [Voting] ...................... (2 of 4) Processing xgb, total= 7.5s [LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[Voting] ...................... (3 of 4) Processing lgb, total= 1.6s Learning rate set to 0.021203 0: total: 66.2ms remaining: 1m 39s 1: total: 127ms remaining: 1m 34s 2: total: 189ms remaining: 1m 34s
Default metric period is 5 because AUC is/are not implemented for GPU
3: total: 257ms remaining: 1m 36s 4: total: 320ms remaining: 1m 35s 5: total: 384ms remaining: 1m 35s 6: total: 445ms remaining: 1m 35s 7: total: 512ms remaining: 1m 35s 8: total: 571ms remaining: 1m 34s 9: total: 630ms remaining: 1m 33s 10: total: 687ms remaining: 1m 32s 11: total: 750ms remaining: 1m 32s 12: total: 814ms remaining: 1m 33s 13: total: 881ms remaining: 1m 33s 14: total: 945ms remaining: 1m 33s 15: total: 1.01s remaining: 1m 33s 16: total: 1.06s remaining: 1m 32s 17: total: 1.13s remaining: 1m 33s 18: total: 1.2s remaining: 1m 33s 19: total: 1.27s remaining: 1m 33s 20: total: 1.33s remaining: 1m 33s 21: total: 1.39s remaining: 1m 33s 22: total: 1.45s remaining: 1m 32s 23: total: 1.5s remaining: 1m 32s 24: total: 1.56s remaining: 1m 32s 25: total: 1.63s remaining: 1m 32s 26: total: 1.68s remaining: 1m 31s 27: total: 1.75s remaining: 1m 31s 28: total: 1.8s remaining: 1m 31s 29: total: 1.86s remaining: 1m 31s 30: total: 1.92s remaining: 1m 30s 31: total: 1.98s remaining: 1m 30s 32: total: 2.04s remaining: 1m 30s 33: total: 2.09s remaining: 1m 30s 34: total: 2.15s remaining: 1m 29s 35: total: 2.21s remaining: 1m 29s 36: total: 2.27s remaining: 1m 29s 37: total: 2.34s remaining: 1m 30s 38: total: 2.4s remaining: 1m 29s 39: total: 2.46s remaining: 1m 29s 40: total: 2.52s remaining: 1m 29s 41: total: 2.58s remaining: 1m 29s 42: total: 2.64s remaining: 1m 29s 43: total: 2.7s remaining: 1m 29s 44: total: 2.76s remaining: 1m 29s 45: total: 2.82s remaining: 1m 29s 46: total: 2.89s remaining: 1m 29s 47: total: 2.95s remaining: 1m 29s 48: total: 3.01s remaining: 1m 29s 49: total: 3.07s remaining: 1m 29s 50: total: 3.12s remaining: 1m 28s 51: total: 3.19s remaining: 1m 28s 52: total: 3.25s remaining: 1m 28s 53: total: 3.31s remaining: 1m 28s 54: total: 3.38s remaining: 1m 28s 55: total: 3.44s remaining: 1m 28s 56: total: 3.51s remaining: 1m 28s 57: total: 3.57s remaining: 1m 28s 58: total: 3.63s remaining: 1m 28s 59: total: 3.69s remaining: 1m 28s 60: total: 3.75s remaining: 1m 28s 61: total: 3.81s remaining: 1m 28s 62: total: 3.87s remaining: 1m 28s 63: total: 3.93s remaining: 1m 28s 64: total: 3.99s remaining: 1m 28s 65: total: 4.05s remaining: 1m 27s 66: total: 4.11s remaining: 1m 27s 67: total: 4.17s remaining: 1m 27s 68: total: 4.23s remaining: 1m 27s 69: total: 4.29s remaining: 1m 27s 70: total: 4.35s remaining: 1m 27s 71: total: 4.41s remaining: 1m 27s 72: total: 4.47s remaining: 1m 27s 73: total: 4.53s remaining: 1m 27s 74: total: 4.59s remaining: 1m 27s 75: total: 4.65s remaining: 1m 27s 76: total: 4.71s remaining: 1m 27s 77: total: 4.76s remaining: 1m 26s 78: total: 4.82s remaining: 1m 26s 79: total: 4.88s remaining: 1m 26s 80: total: 4.93s remaining: 1m 26s 81: total: 4.99s remaining: 1m 26s 82: total: 5.05s remaining: 1m 26s 83: total: 5.11s remaining: 1m 26s 84: total: 5.17s remaining: 1m 25s 85: total: 5.22s remaining: 1m 25s 86: total: 5.28s remaining: 1m 25s 87: total: 5.34s remaining: 1m 25s 88: total: 5.39s remaining: 1m 25s 89: total: 5.45s remaining: 1m 25s 90: total: 5.51s remaining: 1m 25s 91: total: 5.57s remaining: 1m 25s 92: total: 5.63s remaining: 1m 25s 93: total: 5.68s remaining: 1m 25s 94: total: 5.74s remaining: 1m 24s 95: total: 5.8s remaining: 1m 24s 96: total: 5.86s remaining: 1m 24s 97: total: 5.92s remaining: 1m 24s 98: total: 5.98s remaining: 1m 24s 99: total: 6.04s remaining: 1m 24s 100: total: 6.1s remaining: 1m 24s 101: total: 6.16s remaining: 1m 24s 102: total: 6.21s remaining: 1m 24s 103: total: 6.27s remaining: 1m 24s 104: total: 6.33s remaining: 1m 24s 105: total: 6.39s remaining: 1m 24s 106: total: 6.45s remaining: 1m 23s 107: total: 6.51s remaining: 1m 23s 108: total: 6.57s remaining: 1m 23s 109: total: 6.62s remaining: 1m 23s 110: total: 6.67s remaining: 1m 23s 111: total: 6.73s remaining: 1m 23s 112: total: 6.78s remaining: 1m 23s 113: total: 6.84s remaining: 1m 23s 114: total: 6.89s remaining: 1m 22s 115: total: 6.95s remaining: 1m 22s 116: total: 7s remaining: 1m 22s 117: total: 7.05s remaining: 1m 22s 118: total: 7.11s remaining: 1m 22s 119: total: 7.16s remaining: 1m 22s 120: total: 7.22s remaining: 1m 22s 121: total: 7.28s remaining: 1m 22s 122: total: 7.33s remaining: 1m 22s 123: total: 7.38s remaining: 1m 21s 124: total: 7.44s remaining: 1m 21s 125: total: 7.5s remaining: 1m 21s 126: total: 7.55s remaining: 1m 21s 127: total: 7.61s remaining: 1m 21s 128: total: 7.66s remaining: 1m 21s 129: total: 7.72s remaining: 1m 21s 130: total: 7.77s remaining: 1m 21s 131: total: 7.83s remaining: 1m 21s 132: total: 7.88s remaining: 1m 20s 133: total: 7.93s remaining: 1m 20s 134: total: 7.99s remaining: 1m 20s 135: total: 8.05s remaining: 1m 20s 136: total: 8.1s remaining: 1m 20s 137: total: 8.16s remaining: 1m 20s 138: total: 8.21s remaining: 1m 20s 139: total: 8.27s remaining: 1m 20s 140: total: 8.32s remaining: 1m 20s 141: total: 8.37s remaining: 1m 20s 142: total: 8.42s remaining: 1m 19s 143: total: 8.48s remaining: 1m 19s 144: total: 8.53s remaining: 1m 19s 145: total: 8.59s remaining: 1m 19s 146: total: 8.65s remaining: 1m 19s 147: total: 8.7s remaining: 1m 19s 148: total: 8.75s remaining: 1m 19s 149: total: 8.8s remaining: 1m 19s 150: total: 8.86s remaining: 1m 19s 151: total: 8.92s remaining: 1m 19s 152: total: 8.97s remaining: 1m 18s 153: total: 9.02s remaining: 1m 18s 154: total: 9.08s remaining: 1m 18s 155: total: 9.14s remaining: 1m 18s 156: total: 9.19s remaining: 1m 18s 157: total: 9.24s remaining: 1m 18s 158: total: 9.3s remaining: 1m 18s 159: total: 9.35s remaining: 1m 18s 160: total: 9.41s remaining: 1m 18s 161: total: 9.46s remaining: 1m 18s 162: total: 9.51s remaining: 1m 18s 163: total: 9.57s remaining: 1m 17s 164: total: 9.63s remaining: 1m 17s 165: total: 9.69s remaining: 1m 17s 166: total: 9.74s remaining: 1m 17s 167: total: 9.8s remaining: 1m 17s 168: total: 9.85s remaining: 1m 17s 169: total: 9.9s remaining: 1m 17s 170: total: 9.96s remaining: 1m 17s 171: total: 10s remaining: 1m 17s 172: total: 10.1s remaining: 1m 17s 173: total: 10.1s remaining: 1m 17s 174: total: 10.2s remaining: 1m 17s 175: total: 10.2s remaining: 1m 16s 176: total: 10.3s remaining: 1m 16s 177: total: 10.3s remaining: 1m 16s 178: total: 10.4s remaining: 1m 16s 179: total: 10.5s remaining: 1m 16s 180: total: 10.5s remaining: 1m 16s 181: total: 10.6s remaining: 1m 16s 182: total: 10.6s remaining: 1m 16s 183: total: 10.7s remaining: 1m 16s 184: total: 10.8s remaining: 1m 16s 185: total: 10.8s remaining: 1m 16s 186: total: 10.9s remaining: 1m 16s 187: total: 10.9s remaining: 1m 16s 188: total: 11s remaining: 1m 16s 189: total: 11.1s remaining: 1m 16s 190: total: 11.1s remaining: 1m 16s 191: total: 11.2s remaining: 1m 16s 192: total: 11.2s remaining: 1m 16s 193: total: 11.3s remaining: 1m 16s 194: total: 11.3s remaining: 1m 15s 195: total: 11.4s remaining: 1m 15s 196: total: 11.5s remaining: 1m 15s 197: total: 11.5s remaining: 1m 15s 198: total: 11.6s remaining: 1m 15s 199: total: 11.6s remaining: 1m 15s 200: total: 11.7s remaining: 1m 15s 201: total: 11.7s remaining: 1m 15s 202: total: 11.8s remaining: 1m 15s 203: total: 11.8s remaining: 1m 15s 204: total: 11.9s remaining: 1m 15s 205: total: 11.9s remaining: 1m 15s 206: total: 12s remaining: 1m 14s 207: total: 12.1s remaining: 1m 14s 208: total: 12.1s remaining: 1m 14s 209: total: 12.2s remaining: 1m 14s 210: total: 12.2s remaining: 1m 14s 211: total: 12.3s remaining: 1m 14s 212: total: 12.3s remaining: 1m 14s 213: total: 12.4s remaining: 1m 14s 214: total: 12.4s remaining: 1m 14s 215: total: 12.5s remaining: 1m 14s 216: total: 12.6s remaining: 1m 14s 217: total: 12.6s remaining: 1m 14s 218: total: 12.7s remaining: 1m 14s 219: total: 12.7s remaining: 1m 13s 220: total: 12.8s remaining: 1m 13s 221: total: 12.8s remaining: 1m 13s 222: total: 12.9s remaining: 1m 13s 223: total: 12.9s remaining: 1m 13s 224: total: 13s remaining: 1m 13s 225: total: 13s remaining: 1m 13s 226: total: 13.1s remaining: 1m 13s 227: total: 13.1s remaining: 1m 13s 228: total: 13.2s remaining: 1m 13s 229: total: 13.3s remaining: 1m 13s 230: total: 13.3s remaining: 1m 13s 231: total: 13.4s remaining: 1m 13s 232: total: 13.4s remaining: 1m 12s 233: total: 13.5s remaining: 1m 12s 234: total: 13.5s remaining: 1m 12s 235: total: 13.6s remaining: 1m 12s 236: total: 13.6s remaining: 1m 12s 237: total: 13.7s remaining: 1m 12s 238: total: 13.7s remaining: 1m 12s 239: total: 13.8s remaining: 1m 12s 240: total: 13.8s remaining: 1m 12s 241: total: 13.9s remaining: 1m 12s 242: total: 13.9s remaining: 1m 12s 243: total: 14s remaining: 1m 12s 244: total: 14.1s remaining: 1m 11s 245: total: 14.1s remaining: 1m 11s 246: total: 14.2s remaining: 1m 11s 247: total: 14.2s remaining: 1m 11s 248: total: 14.3s remaining: 1m 11s 249: total: 14.3s remaining: 1m 11s 250: total: 14.4s remaining: 1m 11s 251: total: 14.5s remaining: 1m 11s 252: total: 14.5s remaining: 1m 11s 253: total: 14.6s remaining: 1m 11s 254: total: 14.6s remaining: 1m 11s 255: total: 14.7s remaining: 1m 11s 256: total: 14.7s remaining: 1m 11s 257: total: 14.8s remaining: 1m 11s 258: total: 14.8s remaining: 1m 11s 259: total: 14.9s remaining: 1m 11s 260: total: 14.9s remaining: 1m 10s 261: total: 15s remaining: 1m 10s 262: total: 15.1s remaining: 1m 10s 263: total: 15.1s remaining: 1m 10s 264: total: 15.2s remaining: 1m 10s 265: total: 15.2s remaining: 1m 10s 266: total: 15.3s remaining: 1m 10s 267: total: 15.3s remaining: 1m 10s 268: total: 15.4s remaining: 1m 10s 269: total: 15.4s remaining: 1m 10s 270: total: 15.5s remaining: 1m 10s 271: total: 15.5s remaining: 1m 10s 272: total: 15.6s remaining: 1m 10s 273: total: 15.7s remaining: 1m 10s 274: total: 15.7s remaining: 1m 10s 275: total: 15.8s remaining: 1m 10s 276: total: 15.8s remaining: 1m 9s 277: total: 15.9s remaining: 1m 9s 278: total: 16s remaining: 1m 9s 279: total: 16s remaining: 1m 9s 280: total: 16.1s remaining: 1m 9s 281: total: 16.1s remaining: 1m 9s 282: total: 16.2s remaining: 1m 9s 283: total: 16.2s remaining: 1m 9s 284: total: 16.3s remaining: 1m 9s 285: total: 16.4s remaining: 1m 9s 286: total: 16.4s remaining: 1m 9s 287: total: 16.5s remaining: 1m 9s 288: total: 16.5s remaining: 1m 9s 289: total: 16.6s remaining: 1m 9s 290: total: 16.7s remaining: 1m 9s 291: total: 16.7s remaining: 1m 9s 292: total: 16.8s remaining: 1m 9s 293: total: 16.8s remaining: 1m 9s 294: total: 16.9s remaining: 1m 9s 295: total: 17s remaining: 1m 9s 296: total: 17s remaining: 1m 8s 297: total: 17.1s remaining: 1m 8s 298: total: 17.1s remaining: 1m 8s 299: total: 17.2s remaining: 1m 8s 300: total: 17.3s remaining: 1m 8s 301: total: 17.3s remaining: 1m 8s 302: total: 17.4s remaining: 1m 8s 303: total: 17.5s remaining: 1m 8s 304: total: 17.5s remaining: 1m 8s 305: total: 17.6s remaining: 1m 8s 306: total: 17.6s remaining: 1m 8s 307: total: 17.7s remaining: 1m 8s 308: total: 17.8s remaining: 1m 8s 309: total: 17.8s remaining: 1m 8s 310: total: 17.9s remaining: 1m 8s 311: total: 17.9s remaining: 1m 8s 312: total: 18s remaining: 1m 8s 313: total: 18.1s remaining: 1m 8s 314: total: 18.1s remaining: 1m 8s 315: total: 18.2s remaining: 1m 8s 316: total: 18.3s remaining: 1m 8s 317: total: 18.3s remaining: 1m 8s 318: total: 18.4s remaining: 1m 8s 319: total: 18.4s remaining: 1m 7s 320: total: 18.5s remaining: 1m 7s 321: total: 18.5s remaining: 1m 7s 322: total: 18.6s remaining: 1m 7s 323: total: 18.7s remaining: 1m 7s 324: total: 18.7s remaining: 1m 7s 325: total: 18.8s remaining: 1m 7s 326: total: 18.9s remaining: 1m 7s 327: total: 18.9s remaining: 1m 7s 328: total: 19s remaining: 1m 7s 329: total: 19s remaining: 1m 7s 330: total: 19.1s remaining: 1m 7s 331: total: 19.2s remaining: 1m 7s 332: total: 19.2s remaining: 1m 7s 333: total: 19.3s remaining: 1m 7s 334: total: 19.4s remaining: 1m 7s 335: total: 19.4s remaining: 1m 7s 336: total: 19.5s remaining: 1m 7s 337: total: 19.6s remaining: 1m 7s 338: total: 19.6s remaining: 1m 7s 339: total: 19.7s remaining: 1m 7s 340: total: 19.8s remaining: 1m 7s 341: total: 19.8s remaining: 1m 7s 342: total: 19.9s remaining: 1m 7s 343: total: 20s remaining: 1m 7s 344: total: 20s remaining: 1m 6s 345: total: 20.1s remaining: 1m 6s 346: total: 20.1s remaining: 1m 6s 347: total: 20.2s remaining: 1m 6s 348: total: 20.2s remaining: 1m 6s 349: total: 20.3s remaining: 1m 6s 350: total: 20.4s remaining: 1m 6s 351: total: 20.4s remaining: 1m 6s 352: total: 20.5s remaining: 1m 6s 353: total: 20.5s remaining: 1m 6s 354: total: 20.6s remaining: 1m 6s 355: total: 20.6s remaining: 1m 6s 356: total: 20.7s remaining: 1m 6s 357: total: 20.7s remaining: 1m 6s 358: total: 20.8s remaining: 1m 6s 359: total: 20.9s remaining: 1m 6s 360: total: 20.9s remaining: 1m 5s 361: total: 21s remaining: 1m 5s 362: total: 21s remaining: 1m 5s 363: total: 21.1s remaining: 1m 5s 364: total: 21.1s remaining: 1m 5s 365: total: 21.3s remaining: 1m 5s 366: total: 21.3s remaining: 1m 5s 367: total: 21.4s remaining: 1m 5s 368: total: 21.5s remaining: 1m 5s 369: total: 21.5s remaining: 1m 5s 370: total: 21.6s remaining: 1m 5s 371: total: 21.6s remaining: 1m 5s 372: total: 21.7s remaining: 1m 5s 373: total: 21.8s remaining: 1m 5s 374: total: 21.8s remaining: 1m 5s 375: total: 21.9s remaining: 1m 5s 376: total: 21.9s remaining: 1m 5s 377: total: 22s remaining: 1m 5s 378: total: 22s remaining: 1m 5s 379: total: 22.1s remaining: 1m 5s 380: total: 22.2s remaining: 1m 5s 381: total: 22.2s remaining: 1m 5s 382: total: 22.3s remaining: 1m 4s 383: total: 22.3s remaining: 1m 4s 384: total: 22.4s remaining: 1m 4s 385: total: 22.4s remaining: 1m 4s 386: total: 22.5s remaining: 1m 4s 387: total: 22.6s remaining: 1m 4s 388: total: 22.6s remaining: 1m 4s 389: total: 22.7s remaining: 1m 4s 390: total: 22.7s remaining: 1m 4s 391: total: 22.8s remaining: 1m 4s 392: total: 22.8s remaining: 1m 4s 393: total: 22.9s remaining: 1m 4s 394: total: 22.9s remaining: 1m 4s 395: total: 23s remaining: 1m 4s 396: total: 23s remaining: 1m 4s 397: total: 23.1s remaining: 1m 3s 398: total: 23.2s remaining: 1m 3s 399: total: 23.2s remaining: 1m 3s 400: total: 23.3s remaining: 1m 3s 401: total: 23.3s remaining: 1m 3s 402: total: 23.4s remaining: 1m 3s 403: total: 23.4s remaining: 1m 3s 404: total: 23.5s remaining: 1m 3s 405: total: 23.5s remaining: 1m 3s 406: total: 23.6s remaining: 1m 3s 407: total: 23.6s remaining: 1m 3s 408: total: 23.7s remaining: 1m 3s 409: total: 23.7s remaining: 1m 3s 410: total: 23.8s remaining: 1m 3s 411: total: 23.9s remaining: 1m 3s 412: total: 23.9s remaining: 1m 2s 413: total: 24s remaining: 1m 2s 414: total: 24s remaining: 1m 2s 415: total: 24.1s remaining: 1m 2s 416: total: 24.1s remaining: 1m 2s 417: total: 24.2s remaining: 1m 2s 418: total: 24.2s remaining: 1m 2s 419: total: 24.3s remaining: 1m 2s 420: total: 24.4s remaining: 1m 2s 421: total: 24.4s remaining: 1m 2s 422: total: 24.5s remaining: 1m 2s 423: total: 24.5s remaining: 1m 2s 424: total: 24.6s remaining: 1m 2s 425: total: 24.6s remaining: 1m 2s 426: total: 24.7s remaining: 1m 2s 427: total: 24.8s remaining: 1m 1s 428: total: 24.8s remaining: 1m 1s 429: total: 24.9s remaining: 1m 1s 430: total: 24.9s remaining: 1m 1s 431: total: 24.9s remaining: 1m 1s 432: total: 25s remaining: 1m 1s 433: total: 25.1s remaining: 1m 1s 434: total: 25.1s remaining: 1m 1s 435: total: 25.2s remaining: 1m 1s 436: total: 25.2s remaining: 1m 1s 437: total: 25.3s remaining: 1m 1s 438: total: 25.3s remaining: 1m 1s 439: total: 25.4s remaining: 1m 1s 440: total: 25.4s remaining: 1m 1s 441: total: 25.5s remaining: 1m 1s 442: total: 25.5s remaining: 1m 443: total: 25.6s remaining: 1m 444: total: 25.7s remaining: 1m 445: total: 25.7s remaining: 1m 446: total: 25.8s remaining: 1m 447: total: 25.8s remaining: 1m 448: total: 25.9s remaining: 1m 449: total: 25.9s remaining: 1m 450: total: 26s remaining: 1m 451: total: 26s remaining: 1m 452: total: 26.1s remaining: 1m 453: total: 26.2s remaining: 1m 454: total: 26.2s remaining: 1m 455: total: 26.3s remaining: 1m 456: total: 26.3s remaining: 1m 457: total: 26.4s remaining: 1m 458: total: 26.4s remaining: 60s 459: total: 26.5s remaining: 59.9s 460: total: 26.6s remaining: 59.8s 461: total: 26.6s remaining: 59.8s 462: total: 26.7s remaining: 59.7s 463: total: 26.7s remaining: 59.7s 464: total: 26.8s remaining: 59.6s 465: total: 26.8s remaining: 59.6s 466: total: 26.9s remaining: 59.5s 467: total: 27s remaining: 59.4s 468: total: 27s remaining: 59.4s 469: total: 27.1s remaining: 59.3s 470: total: 27.1s remaining: 59.2s 471: total: 27.2s remaining: 59.2s 472: total: 27.2s remaining: 59.1s 473: total: 27.3s remaining: 59s 474: total: 27.3s remaining: 59s 475: total: 27.4s remaining: 58.9s 476: total: 27.4s remaining: 58.8s 477: total: 27.5s remaining: 58.7s 478: total: 27.5s remaining: 58.7s 479: total: 27.6s remaining: 58.6s 480: total: 27.6s remaining: 58.5s 481: total: 27.7s remaining: 58.5s 482: total: 27.7s remaining: 58.4s 483: total: 27.8s remaining: 58.3s 484: total: 27.8s remaining: 58.2s 485: total: 27.9s remaining: 58.2s 486: total: 27.9s remaining: 58.1s 487: total: 28s remaining: 58.1s 488: total: 28s remaining: 58s 489: total: 28.1s remaining: 57.9s 490: total: 28.2s remaining: 57.9s 491: total: 28.2s remaining: 57.8s 492: total: 28.2s remaining: 57.7s 493: total: 28.3s remaining: 57.6s 494: total: 28.4s remaining: 57.6s 495: total: 28.4s remaining: 57.5s 496: total: 28.5s remaining: 57.4s 497: total: 28.5s remaining: 57.4s 498: total: 28.6s remaining: 57.3s 499: total: 28.6s remaining: 57.2s 500: total: 28.7s remaining: 57.1s 501: total: 28.7s remaining: 57.1s 502: total: 28.8s remaining: 57s 503: total: 28.8s remaining: 56.9s 504: total: 28.9s remaining: 56.9s 505: total: 28.9s remaining: 56.8s 506: total: 29s remaining: 56.7s 507: total: 29s remaining: 56.7s 508: total: 29.1s remaining: 56.6s 509: total: 29.1s remaining: 56.5s 510: total: 29.2s remaining: 56.5s 511: total: 29.2s remaining: 56.4s 512: total: 29.3s remaining: 56.4s 513: total: 29.4s remaining: 56.3s 514: total: 29.4s remaining: 56.3s 515: total: 29.5s remaining: 56.2s 516: total: 29.5s remaining: 56.1s 517: total: 29.6s remaining: 56.1s 518: total: 29.6s remaining: 56s 519: total: 29.7s remaining: 56s 520: total: 29.8s remaining: 55.9s 521: total: 29.8s remaining: 55.8s 522: total: 29.9s remaining: 55.8s 523: total: 29.9s remaining: 55.7s 524: total: 30s remaining: 55.6s 525: total: 30s remaining: 55.6s 526: total: 30.1s remaining: 55.5s 527: total: 30.1s remaining: 55.5s 528: total: 30.2s remaining: 55.4s 529: total: 30.2s remaining: 55.3s 530: total: 30.3s remaining: 55.3s 531: total: 30.3s remaining: 55.2s 532: total: 30.4s remaining: 55.2s 533: total: 30.5s remaining: 55.1s 534: total: 30.5s remaining: 55s 535: total: 30.5s remaining: 54.9s 536: total: 30.6s remaining: 54.9s 537: total: 30.7s remaining: 54.8s 538: total: 30.7s remaining: 54.7s 539: total: 30.8s remaining: 54.7s 540: total: 30.8s remaining: 54.6s 541: total: 30.9s remaining: 54.6s 542: total: 30.9s remaining: 54.5s 543: total: 31s remaining: 54.4s 544: total: 31s remaining: 54.4s 545: total: 31.1s remaining: 54.3s 546: total: 31.1s remaining: 54.2s 547: total: 31.2s remaining: 54.2s 548: total: 31.2s remaining: 54.1s 549: total: 31.3s remaining: 54s 550: total: 31.3s remaining: 54s 551: total: 31.4s remaining: 53.9s 552: total: 31.5s remaining: 53.9s 553: total: 31.5s remaining: 53.8s 554: total: 31.6s remaining: 53.7s 555: total: 31.6s remaining: 53.7s 556: total: 31.7s remaining: 53.6s 557: total: 31.7s remaining: 53.6s 558: total: 31.8s remaining: 53.5s 559: total: 31.9s remaining: 53.6s 560: total: 32s remaining: 53.5s 561: total: 32s remaining: 53.4s 562: total: 32.1s remaining: 53.4s 563: total: 32.1s remaining: 53.3s 564: total: 32.2s remaining: 53.3s 565: total: 32.3s remaining: 53.2s 566: total: 32.3s remaining: 53.2s 567: total: 32.4s remaining: 53.1s 568: total: 32.4s remaining: 53.1s 569: total: 32.5s remaining: 53s 570: total: 32.5s remaining: 53s 571: total: 32.6s remaining: 52.9s 572: total: 32.6s remaining: 52.8s 573: total: 32.7s remaining: 52.8s 574: total: 32.8s remaining: 52.7s 575: total: 32.8s remaining: 52.6s 576: total: 32.9s remaining: 52.6s 577: total: 32.9s remaining: 52.5s 578: total: 33s remaining: 52.5s 579: total: 33s remaining: 52.4s 580: total: 33.1s remaining: 52.3s 581: total: 33.1s remaining: 52.3s 582: total: 33.2s remaining: 52.2s 583: total: 33.3s remaining: 52.2s 584: total: 33.3s remaining: 52.1s 585: total: 33.4s remaining: 52s 586: total: 33.4s remaining: 52s 587: total: 33.5s remaining: 51.9s 588: total: 33.5s remaining: 51.9s 589: total: 33.6s remaining: 51.8s 590: total: 33.6s remaining: 51.7s 591: total: 33.7s remaining: 51.7s 592: total: 33.7s remaining: 51.6s 593: total: 33.8s remaining: 51.5s 594: total: 33.9s remaining: 51.5s 595: total: 33.9s remaining: 51.4s 596: total: 34s remaining: 51.4s 597: total: 34s remaining: 51.3s 598: total: 34.1s remaining: 51.3s 599: total: 34.1s remaining: 51.2s 600: total: 34.2s remaining: 51.2s 601: total: 34.2s remaining: 51.1s 602: total: 34.3s remaining: 51s 603: total: 34.4s remaining: 51s 604: total: 34.4s remaining: 50.9s 605: total: 34.5s remaining: 50.8s 606: total: 34.5s remaining: 50.8s 607: total: 34.5s remaining: 50.7s 608: total: 34.6s remaining: 50.6s 609: total: 34.7s remaining: 50.6s 610: total: 34.7s remaining: 50.5s 611: total: 34.8s remaining: 50.5s 612: total: 34.9s remaining: 50.4s 613: total: 34.9s remaining: 50.4s 614: total: 35s remaining: 50.3s 615: total: 35s remaining: 50.3s 616: total: 35.1s remaining: 50.2s 617: total: 35.1s remaining: 50.1s 618: total: 35.2s remaining: 50.1s 619: total: 35.2s remaining: 50s 620: total: 35.3s remaining: 50s 621: total: 35.4s remaining: 49.9s 622: total: 35.4s remaining: 49.8s 623: total: 35.5s remaining: 49.8s 624: total: 35.5s remaining: 49.8s 625: total: 35.6s remaining: 49.7s 626: total: 35.7s remaining: 49.6s 627: total: 35.7s remaining: 49.6s 628: total: 35.8s remaining: 49.5s 629: total: 35.8s remaining: 49.5s 630: total: 35.9s remaining: 49.4s 631: total: 35.9s remaining: 49.4s 632: total: 36s remaining: 49.3s 633: total: 36.1s remaining: 49.2s 634: total: 36.1s remaining: 49.2s 635: total: 36.1s remaining: 49.1s 636: total: 36.2s remaining: 49.1s 637: total: 36.3s remaining: 49s 638: total: 36.3s remaining: 48.9s 639: total: 36.4s remaining: 48.9s 640: total: 36.4s remaining: 48.8s 641: total: 36.5s remaining: 48.7s 642: total: 36.5s remaining: 48.7s 643: total: 36.6s remaining: 48.6s 644: total: 36.7s remaining: 48.6s 645: total: 36.7s remaining: 48.5s 646: total: 36.8s remaining: 48.5s 647: total: 36.8s remaining: 48.4s 648: total: 36.9s remaining: 48.4s 649: total: 37s remaining: 48.3s 650: total: 37s remaining: 48.3s 651: total: 37.1s remaining: 48.2s 652: total: 37.1s remaining: 48.2s 653: total: 37.2s remaining: 48.1s 654: total: 37.2s remaining: 48s 655: total: 37.3s remaining: 48s 656: total: 37.4s remaining: 47.9s 657: total: 37.4s remaining: 47.9s 658: total: 37.5s remaining: 47.8s 659: total: 37.5s remaining: 47.8s 660: total: 37.6s remaining: 47.8s 661: total: 37.7s remaining: 47.7s 662: total: 37.7s remaining: 47.6s 663: total: 37.8s remaining: 47.6s 664: total: 37.9s remaining: 47.5s 665: total: 37.9s remaining: 47.5s 666: total: 38s remaining: 47.4s 667: total: 38s remaining: 47.3s 668: total: 38.1s remaining: 47.3s 669: total: 38.1s remaining: 47.2s 670: total: 38.2s remaining: 47.2s 671: total: 38.2s remaining: 47.1s 672: total: 38.3s remaining: 47.1s 673: total: 38.3s remaining: 47s 674: total: 38.4s remaining: 46.9s 675: total: 38.5s remaining: 46.9s 676: total: 38.5s remaining: 46.8s 677: total: 38.6s remaining: 46.8s 678: total: 38.6s remaining: 46.7s 679: total: 38.7s remaining: 46.7s 680: total: 38.7s remaining: 46.6s 681: total: 38.8s remaining: 46.5s 682: total: 38.8s remaining: 46.4s 683: total: 38.9s remaining: 46.4s 684: total: 38.9s remaining: 46.3s 685: total: 39s remaining: 46.3s 686: total: 39s remaining: 46.2s 687: total: 39.1s remaining: 46.2s 688: total: 39.2s remaining: 46.1s 689: total: 39.2s remaining: 46s 690: total: 39.3s remaining: 46s 691: total: 39.3s remaining: 45.9s 692: total: 39.4s remaining: 45.9s 693: total: 39.4s remaining: 45.8s 694: total: 39.5s remaining: 45.7s 695: total: 39.5s remaining: 45.7s 696: total: 39.6s remaining: 45.6s 697: total: 39.7s remaining: 45.6s 698: total: 39.7s remaining: 45.5s 699: total: 39.8s remaining: 45.5s 700: total: 39.9s remaining: 45.4s 701: total: 39.9s remaining: 45.4s 702: total: 40s remaining: 45.3s 703: total: 40.1s remaining: 45.3s 704: total: 40.2s remaining: 45.3s 705: total: 40.2s remaining: 45.2s 706: total: 40.3s remaining: 45.2s 707: total: 40.3s remaining: 45.1s 708: total: 40.4s remaining: 45.1s 709: total: 40.4s remaining: 45s 710: total: 40.5s remaining: 44.9s 711: total: 40.5s remaining: 44.9s 712: total: 40.6s remaining: 44.8s 713: total: 40.7s remaining: 44.8s 714: total: 40.7s remaining: 44.7s 715: total: 40.8s remaining: 44.6s 716: total: 40.8s remaining: 44.6s 717: total: 40.9s remaining: 44.5s 718: total: 40.9s remaining: 44.4s 719: total: 41s remaining: 44.4s 720: total: 41s remaining: 44.3s 721: total: 41s remaining: 44.2s 722: total: 41.1s remaining: 44.1s 723: total: 41.2s remaining: 44.1s 724: total: 41.2s remaining: 44s 725: total: 41.2s remaining: 44s 726: total: 41.3s remaining: 43.9s 727: total: 41.3s remaining: 43.8s 728: total: 41.4s remaining: 43.8s 729: total: 41.4s remaining: 43.7s 730: total: 41.5s remaining: 43.7s 731: total: 41.5s remaining: 43.6s 732: total: 41.6s remaining: 43.5s 733: total: 41.7s remaining: 43.5s 734: total: 41.7s remaining: 43.4s 735: total: 41.7s remaining: 43.3s 736: total: 41.8s remaining: 43.3s 737: total: 41.8s remaining: 43.2s 738: total: 41.9s remaining: 43.1s 739: total: 42s remaining: 43.1s 740: total: 42s remaining: 43s 741: total: 42.1s remaining: 43s 742: total: 42.1s remaining: 42.9s 743: total: 42.1s remaining: 42.8s 744: total: 42.2s remaining: 42.8s 745: total: 42.3s remaining: 42.7s 746: total: 42.4s remaining: 42.7s 747: total: 42.4s remaining: 42.6s 748: total: 42.5s remaining: 42.6s 749: total: 42.5s remaining: 42.5s 750: total: 42.6s remaining: 42.5s 751: total: 42.6s remaining: 42.4s 752: total: 42.7s remaining: 42.3s 753: total: 42.7s remaining: 42.3s 754: total: 42.8s remaining: 42.2s 755: total: 42.8s remaining: 42.2s 756: total: 42.9s remaining: 42.1s 757: total: 43s remaining: 42s 758: total: 43s remaining: 42s 759: total: 43.1s remaining: 41.9s 760: total: 43.1s remaining: 41.9s 761: total: 43.1s remaining: 41.8s 762: total: 43.2s remaining: 41.7s 763: total: 43.3s remaining: 41.7s 764: total: 43.3s remaining: 41.6s 765: total: 43.4s remaining: 41.6s 766: total: 43.4s remaining: 41.5s 767: total: 43.5s remaining: 41.4s 768: total: 43.5s remaining: 41.4s 769: total: 43.6s remaining: 41.3s 770: total: 43.6s remaining: 41.2s 771: total: 43.6s remaining: 41.2s 772: total: 43.7s remaining: 41.1s 773: total: 43.8s remaining: 41s 774: total: 43.8s remaining: 41s 775: total: 43.9s remaining: 40.9s 776: total: 43.9s remaining: 40.9s 777: total: 44s remaining: 40.8s 778: total: 44s remaining: 40.7s 779: total: 44s remaining: 40.7s 780: total: 44.1s remaining: 40.6s 781: total: 44.1s remaining: 40.5s 782: total: 44.2s remaining: 40.5s 783: total: 44.2s remaining: 40.4s 784: total: 44.3s remaining: 40.3s 785: total: 44.3s remaining: 40.3s 786: total: 44.4s remaining: 40.2s 787: total: 44.4s remaining: 40.1s 788: total: 44.5s remaining: 40.1s 789: total: 44.5s remaining: 40s 790: total: 44.6s remaining: 40s 791: total: 44.7s remaining: 39.9s 792: total: 44.7s remaining: 39.9s 793: total: 44.7s remaining: 39.8s 794: total: 44.8s remaining: 39.7s 795: total: 44.9s remaining: 39.7s 796: total: 44.9s remaining: 39.6s 797: total: 45s remaining: 39.6s 798: total: 45s remaining: 39.5s 799: total: 45.1s remaining: 39.4s 800: total: 45.1s remaining: 39.4s 801: total: 45.2s remaining: 39.3s 802: total: 45.2s remaining: 39.3s 803: total: 45.3s remaining: 39.2s 804: total: 45.3s remaining: 39.1s 805: total: 45.4s remaining: 39.1s 806: total: 45.4s remaining: 39s 807: total: 45.5s remaining: 39s 808: total: 45.6s remaining: 38.9s 809: total: 45.6s remaining: 38.9s 810: total: 45.7s remaining: 38.8s 811: total: 45.7s remaining: 38.7s 812: total: 45.8s remaining: 38.7s 813: total: 45.8s remaining: 38.6s 814: total: 45.9s remaining: 38.6s 815: total: 45.9s remaining: 38.5s 816: total: 46s remaining: 38.4s 817: total: 46s remaining: 38.4s 818: total: 46s remaining: 38.3s 819: total: 46.1s remaining: 38.2s 820: total: 46.1s remaining: 38.2s 821: total: 46.2s remaining: 38.1s 822: total: 46.2s remaining: 38s 823: total: 46.3s remaining: 38s 824: total: 46.3s remaining: 37.9s 825: total: 46.4s remaining: 37.9s 826: total: 46.4s remaining: 37.8s 827: total: 46.5s remaining: 37.7s 828: total: 46.6s remaining: 37.7s 829: total: 46.6s remaining: 37.6s 830: total: 46.6s remaining: 37.6s 831: total: 46.7s remaining: 37.5s 832: total: 46.8s remaining: 37.4s 833: total: 46.8s remaining: 37.4s 834: total: 46.9s remaining: 37.3s 835: total: 46.9s remaining: 37.3s 836: total: 47s remaining: 37.2s 837: total: 47s remaining: 37.1s 838: total: 47.1s remaining: 37.1s 839: total: 47.1s remaining: 37s 840: total: 47.2s remaining: 37s 841: total: 47.2s remaining: 36.9s 842: total: 47.2s remaining: 36.8s 843: total: 47.3s remaining: 36.7s 844: total: 47.3s remaining: 36.7s 845: total: 47.4s remaining: 36.6s 846: total: 47.4s remaining: 36.6s 847: total: 47.5s remaining: 36.5s 848: total: 47.5s remaining: 36.5s 849: total: 47.6s remaining: 36.4s 850: total: 47.7s remaining: 36.4s 851: total: 47.7s remaining: 36.3s 852: total: 47.8s remaining: 36.3s 853: total: 47.9s remaining: 36.2s 854: total: 47.9s remaining: 36.1s 855: total: 48s remaining: 36.1s 856: total: 48s remaining: 36s 857: total: 48.1s remaining: 36s 858: total: 48.1s remaining: 35.9s 859: total: 48.1s remaining: 35.8s 860: total: 48.2s remaining: 35.8s 861: total: 48.2s remaining: 35.7s 862: total: 48.3s remaining: 35.6s 863: total: 48.3s remaining: 35.6s 864: total: 48.4s remaining: 35.5s 865: total: 48.4s remaining: 35.4s 866: total: 48.5s remaining: 35.4s 867: total: 48.5s remaining: 35.3s 868: total: 48.6s remaining: 35.3s 869: total: 48.6s remaining: 35.2s 870: total: 48.7s remaining: 35.2s 871: total: 48.7s remaining: 35.1s 872: total: 48.8s remaining: 35s 873: total: 48.8s remaining: 35s 874: total: 48.9s remaining: 34.9s 875: total: 48.9s remaining: 34.8s 876: total: 49s remaining: 34.8s 877: total: 49s remaining: 34.7s 878: total: 49.1s remaining: 34.7s 879: total: 49.1s remaining: 34.6s 880: total: 49.2s remaining: 34.6s 881: total: 49.2s remaining: 34.5s 882: total: 49.3s remaining: 34.4s 883: total: 49.3s remaining: 34.4s 884: total: 49.4s remaining: 34.3s 885: total: 49.4s remaining: 34.3s 886: total: 49.5s remaining: 34.2s 887: total: 49.6s remaining: 34.2s 888: total: 49.6s remaining: 34.1s 889: total: 49.7s remaining: 34s 890: total: 49.7s remaining: 34s 891: total: 49.8s remaining: 34s 892: total: 49.8s remaining: 33.9s 893: total: 49.9s remaining: 33.8s 894: total: 49.9s remaining: 33.8s 895: total: 50s remaining: 33.7s 896: total: 50s remaining: 33.6s 897: total: 50.1s remaining: 33.6s 898: total: 50.1s remaining: 33.5s 899: total: 50.1s remaining: 33.4s 900: total: 50.2s remaining: 33.4s 901: total: 50.2s remaining: 33.3s 902: total: 50.3s remaining: 33.2s 903: total: 50.3s remaining: 33.2s 904: total: 50.4s remaining: 33.1s 905: total: 50.4s remaining: 33.1s 906: total: 50.5s remaining: 33s 907: total: 50.5s remaining: 32.9s 908: total: 50.6s remaining: 32.9s 909: total: 50.6s remaining: 32.8s 910: total: 50.7s remaining: 32.8s 911: total: 50.8s remaining: 32.7s 912: total: 50.8s remaining: 32.7s 913: total: 50.9s remaining: 32.6s 914: total: 50.9s remaining: 32.6s 915: total: 51s remaining: 32.5s 916: total: 51s remaining: 32.4s 917: total: 51.1s remaining: 32.4s 918: total: 51.1s remaining: 32.3s 919: total: 51.2s remaining: 32.3s 920: total: 51.2s remaining: 32.2s 921: total: 51.3s remaining: 32.2s 922: total: 51.3s remaining: 32.1s 923: total: 51.4s remaining: 32s 924: total: 51.5s remaining: 32s 925: total: 51.5s remaining: 31.9s 926: total: 51.6s remaining: 31.9s 927: total: 51.6s remaining: 31.8s 928: total: 51.7s remaining: 31.8s 929: total: 51.7s remaining: 31.7s 930: total: 51.8s remaining: 31.7s 931: total: 51.9s remaining: 31.6s 932: total: 51.9s remaining: 31.6s 933: total: 52s remaining: 31.5s 934: total: 52s remaining: 31.4s 935: total: 52.1s remaining: 31.4s 936: total: 52.1s remaining: 31.3s 937: total: 52.2s remaining: 31.3s 938: total: 52.2s remaining: 31.2s 939: total: 52.3s remaining: 31.1s 940: total: 52.4s remaining: 31.1s 941: total: 52.4s remaining: 31s 942: total: 52.5s remaining: 31s 943: total: 52.5s remaining: 30.9s 944: total: 52.6s remaining: 30.9s 945: total: 52.7s remaining: 30.8s 946: total: 52.7s remaining: 30.8s 947: total: 52.8s remaining: 30.7s 948: total: 52.8s remaining: 30.7s 949: total: 52.9s remaining: 30.6s 950: total: 52.9s remaining: 30.6s 951: total: 53s remaining: 30.5s 952: total: 53s remaining: 30.4s 953: total: 53.1s remaining: 30.4s 954: total: 53.1s remaining: 30.3s 955: total: 53.2s remaining: 30.3s 956: total: 53.3s remaining: 30.3s 957: total: 53.4s remaining: 30.2s 958: total: 53.4s remaining: 30.1s 959: total: 53.5s remaining: 30.1s 960: total: 53.5s remaining: 30s 961: total: 53.6s remaining: 30s 962: total: 53.7s remaining: 29.9s 963: total: 53.7s remaining: 29.9s 964: total: 53.8s remaining: 29.8s 965: total: 53.8s remaining: 29.7s 966: total: 53.9s remaining: 29.7s 967: total: 53.9s remaining: 29.6s 968: total: 54s remaining: 29.6s 969: total: 54s remaining: 29.5s 970: total: 54s remaining: 29.4s 971: total: 54.1s remaining: 29.4s 972: total: 54.2s remaining: 29.3s 973: total: 54.2s remaining: 29.3s 974: total: 54.3s remaining: 29.2s 975: total: 54.3s remaining: 29.2s 976: total: 54.4s remaining: 29.1s 977: total: 54.5s remaining: 29.1s 978: total: 54.5s remaining: 29s 979: total: 54.5s remaining: 28.9s 980: total: 54.6s remaining: 28.9s 981: total: 54.6s remaining: 28.8s 982: total: 54.7s remaining: 28.8s 983: total: 54.7s remaining: 28.7s 984: total: 54.8s remaining: 28.6s 985: total: 54.8s remaining: 28.6s 986: total: 54.9s remaining: 28.5s 987: total: 55s remaining: 28.5s 988: total: 55s remaining: 28.4s 989: total: 55.1s remaining: 28.4s 990: total: 55.1s remaining: 28.3s 991: total: 55.2s remaining: 28.3s 992: total: 55.2s remaining: 28.2s 993: total: 55.3s remaining: 28.1s 994: total: 55.3s remaining: 28.1s 995: total: 55.4s remaining: 28s 996: total: 55.4s remaining: 28s 997: total: 55.5s remaining: 27.9s 998: total: 55.5s remaining: 27.8s 999: total: 55.6s remaining: 27.8s 1000: total: 55.6s remaining: 27.7s 1001: total: 55.7s remaining: 27.7s 1002: total: 55.7s remaining: 27.6s 1003: total: 55.8s remaining: 27.6s 1004: total: 55.9s remaining: 27.5s 1005: total: 55.9s remaining: 27.4s 1006: total: 56s remaining: 27.4s 1007: total: 56s remaining: 27.3s 1008: total: 56.1s remaining: 27.3s 1009: total: 56.1s remaining: 27.2s 1010: total: 56.2s remaining: 27.2s 1011: total: 56.2s remaining: 27.1s 1012: total: 56.3s remaining: 27.1s 1013: total: 56.3s remaining: 27s 1014: total: 56.4s remaining: 26.9s 1015: total: 56.5s remaining: 26.9s 1016: total: 56.5s remaining: 26.8s 1017: total: 56.5s remaining: 26.8s 1018: total: 56.6s remaining: 26.7s 1019: total: 56.7s remaining: 26.7s 1020: total: 56.7s remaining: 26.6s 1021: total: 56.8s remaining: 26.6s 1022: total: 56.8s remaining: 26.5s 1023: total: 56.9s remaining: 26.4s 1024: total: 56.9s remaining: 26.4s 1025: total: 57s remaining: 26.3s 1026: total: 57s remaining: 26.3s 1027: total: 57.1s remaining: 26.2s 1028: total: 57.1s remaining: 26.1s 1029: total: 57.2s remaining: 26.1s 1030: total: 57.2s remaining: 26s 1031: total: 57.3s remaining: 26s 1032: total: 57.4s remaining: 25.9s 1033: total: 57.4s remaining: 25.9s 1034: total: 57.5s remaining: 25.8s 1035: total: 57.5s remaining: 25.8s 1036: total: 57.6s remaining: 25.7s 1037: total: 57.6s remaining: 25.6s 1038: total: 57.6s remaining: 25.6s 1039: total: 57.7s remaining: 25.5s 1040: total: 57.8s remaining: 25.5s 1041: total: 57.8s remaining: 25.4s 1042: total: 57.9s remaining: 25.4s 1043: total: 57.9s remaining: 25.3s 1044: total: 58s remaining: 25.2s 1045: total: 58s remaining: 25.2s 1046: total: 58.1s remaining: 25.1s 1047: total: 58.1s remaining: 25.1s 1048: total: 58.2s remaining: 25s 1049: total: 58.2s remaining: 25s 1050: total: 58.3s remaining: 24.9s 1051: total: 58.3s remaining: 24.8s 1052: total: 58.4s remaining: 24.8s 1053: total: 58.5s remaining: 24.7s 1054: total: 58.5s remaining: 24.7s 1055: total: 58.6s remaining: 24.6s 1056: total: 58.6s remaining: 24.6s 1057: total: 58.7s remaining: 24.5s 1058: total: 58.7s remaining: 24.5s 1059: total: 58.8s remaining: 24.4s 1060: total: 58.8s remaining: 24.3s 1061: total: 58.9s remaining: 24.3s 1062: total: 58.9s remaining: 24.2s 1063: total: 59s remaining: 24.2s 1064: total: 59s remaining: 24.1s 1065: total: 59.1s remaining: 24.1s 1066: total: 59.1s remaining: 24s 1067: total: 59.2s remaining: 23.9s 1068: total: 59.2s remaining: 23.9s 1069: total: 59.3s remaining: 23.8s 1070: total: 59.3s remaining: 23.8s 1071: total: 59.4s remaining: 23.7s 1072: total: 59.5s remaining: 23.7s 1073: total: 59.5s remaining: 23.6s 1074: total: 59.6s remaining: 23.5s 1075: total: 59.6s remaining: 23.5s 1076: total: 59.7s remaining: 23.4s 1077: total: 59.7s remaining: 23.4s 1078: total: 59.8s remaining: 23.3s 1079: total: 59.8s remaining: 23.3s 1080: total: 59.9s remaining: 23.2s 1081: total: 1m remaining: 23.2s 1082: total: 1m remaining: 23.2s 1083: total: 1m remaining: 23.1s 1084: total: 1m remaining: 23.1s 1085: total: 1m remaining: 23s 1086: total: 1m remaining: 23s 1087: total: 1m remaining: 22.9s 1088: total: 1m remaining: 22.9s 1089: total: 1m remaining: 22.8s 1090: total: 1m remaining: 22.8s 1091: total: 1m remaining: 22.8s 1092: total: 1m 1s remaining: 22.7s 1093: total: 1m 1s remaining: 22.7s 1094: total: 1m 1s remaining: 22.6s 1095: total: 1m 1s remaining: 22.6s 1096: total: 1m 1s remaining: 22.5s 1097: total: 1m 1s remaining: 22.5s 1098: total: 1m 1s remaining: 22.4s 1099: total: 1m 1s remaining: 22.4s 1100: total: 1m 1s remaining: 22.4s 1101: total: 1m 1s remaining: 22.3s 1102: total: 1m 1s remaining: 22.3s 1103: total: 1m 2s remaining: 22.3s 1104: total: 1m 2s remaining: 22.2s 1105: total: 1m 2s remaining: 22.2s 1106: total: 1m 2s remaining: 22.1s 1107: total: 1m 2s remaining: 22.1s 1108: total: 1m 2s remaining: 22.1s 1109: total: 1m 2s remaining: 22.1s 1110: total: 1m 2s remaining: 22s 1111: total: 1m 2s remaining: 22s 1112: total: 1m 3s remaining: 21.9s 1113: total: 1m 3s remaining: 21.9s 1114: total: 1m 3s remaining: 21.8s 1115: total: 1m 3s remaining: 21.8s 1116: total: 1m 3s remaining: 21.7s 1117: total: 1m 3s remaining: 21.7s 1118: total: 1m 3s remaining: 21.7s 1119: total: 1m 3s remaining: 21.6s 1120: total: 1m 3s remaining: 21.6s 1121: total: 1m 3s remaining: 21.6s 1122: total: 1m 4s remaining: 21.5s 1123: total: 1m 4s remaining: 21.5s 1124: total: 1m 4s remaining: 21.4s 1125: total: 1m 4s remaining: 21.4s 1126: total: 1m 4s remaining: 21.3s 1127: total: 1m 4s remaining: 21.3s 1128: total: 1m 4s remaining: 21.2s 1129: total: 1m 4s remaining: 21.2s 1130: total: 1m 4s remaining: 21.1s 1131: total: 1m 4s remaining: 21.1s 1132: total: 1m 4s remaining: 21.1s 1133: total: 1m 5s remaining: 21s 1134: total: 1m 5s remaining: 21s 1135: total: 1m 5s remaining: 20.9s 1136: total: 1m 5s remaining: 20.9s 1137: total: 1m 5s remaining: 20.8s 1138: total: 1m 5s remaining: 20.8s 1139: total: 1m 5s remaining: 20.7s 1140: total: 1m 5s remaining: 20.7s 1141: total: 1m 5s remaining: 20.6s 1142: total: 1m 5s remaining: 20.6s 1143: total: 1m 5s remaining: 20.5s 1144: total: 1m 6s remaining: 20.5s 1145: total: 1m 6s remaining: 20.4s 1146: total: 1m 6s remaining: 20.4s 1147: total: 1m 6s remaining: 20.3s 1148: total: 1m 6s remaining: 20.3s 1149: total: 1m 6s remaining: 20.2s 1150: total: 1m 6s remaining: 20.2s 1151: total: 1m 6s remaining: 20.1s 1152: total: 1m 6s remaining: 20.1s 1153: total: 1m 6s remaining: 20s 1154: total: 1m 6s remaining: 20s 1155: total: 1m 6s remaining: 19.9s 1156: total: 1m 6s remaining: 19.9s 1157: total: 1m 7s remaining: 19.8s 1158: total: 1m 7s remaining: 19.7s 1159: total: 1m 7s remaining: 19.7s 1160: total: 1m 7s remaining: 19.6s 1161: total: 1m 7s remaining: 19.6s 1162: total: 1m 7s remaining: 19.6s 1163: total: 1m 7s remaining: 19.5s 1164: total: 1m 7s remaining: 19.5s 1165: total: 1m 7s remaining: 19.4s 1166: total: 1m 7s remaining: 19.4s 1167: total: 1m 7s remaining: 19.3s 1168: total: 1m 8s remaining: 19.3s 1169: total: 1m 8s remaining: 19.2s 1170: total: 1m 8s remaining: 19.2s 1171: total: 1m 8s remaining: 19.2s 1172: total: 1m 8s remaining: 19.2s 1173: total: 1m 8s remaining: 19.1s 1174: total: 1m 8s remaining: 19.1s 1175: total: 1m 9s remaining: 19s 1176: total: 1m 9s remaining: 19s 1177: total: 1m 9s remaining: 18.9s 1178: total: 1m 9s remaining: 18.9s 1179: total: 1m 9s remaining: 18.8s 1180: total: 1m 9s remaining: 18.8s 1181: total: 1m 9s remaining: 18.7s 1182: total: 1m 9s remaining: 18.7s 1183: total: 1m 9s remaining: 18.6s 1184: total: 1m 9s remaining: 18.6s 1185: total: 1m 10s remaining: 18.6s 1186: total: 1m 10s remaining: 18.5s 1187: total: 1m 10s remaining: 18.4s 1188: total: 1m 10s remaining: 18.4s 1189: total: 1m 10s remaining: 18.3s 1190: total: 1m 10s remaining: 18.3s 1191: total: 1m 10s remaining: 18.2s 1192: total: 1m 10s remaining: 18.2s 1193: total: 1m 10s remaining: 18.1s 1194: total: 1m 10s remaining: 18.1s 1195: total: 1m 11s remaining: 18.1s 1196: total: 1m 11s remaining: 18s 1197: total: 1m 11s remaining: 18s 1198: total: 1m 11s remaining: 17.9s 1199: total: 1m 11s remaining: 17.9s 1200: total: 1m 11s remaining: 17.8s 1201: total: 1m 11s remaining: 17.7s 1202: total: 1m 11s remaining: 17.7s 1203: total: 1m 11s remaining: 17.6s 1204: total: 1m 11s remaining: 17.6s 1205: total: 1m 11s remaining: 17.6s 1206: total: 1m 12s remaining: 17.5s 1207: total: 1m 12s remaining: 17.5s 1208: total: 1m 12s remaining: 17.4s 1209: total: 1m 12s remaining: 17.4s 1210: total: 1m 12s remaining: 17.3s 1211: total: 1m 12s remaining: 17.3s 1212: total: 1m 12s remaining: 17.2s 1213: total: 1m 12s remaining: 17.2s 1214: total: 1m 13s remaining: 17.1s 1215: total: 1m 13s remaining: 17.1s 1216: total: 1m 13s remaining: 17s 1217: total: 1m 13s remaining: 17s 1218: total: 1m 13s remaining: 16.9s 1219: total: 1m 13s remaining: 16.9s 1220: total: 1m 13s remaining: 16.8s 1221: total: 1m 13s remaining: 16.8s 1222: total: 1m 13s remaining: 16.7s 1223: total: 1m 13s remaining: 16.7s 1224: total: 1m 14s remaining: 16.6s 1225: total: 1m 14s remaining: 16.6s 1226: total: 1m 14s remaining: 16.5s 1227: total: 1m 14s remaining: 16.4s 1228: total: 1m 14s remaining: 16.4s 1229: total: 1m 14s remaining: 16.3s 1230: total: 1m 14s remaining: 16.3s 1231: total: 1m 14s remaining: 16.2s 1232: total: 1m 14s remaining: 16.2s 1233: total: 1m 14s remaining: 16.1s 1234: total: 1m 14s remaining: 16.1s 1235: total: 1m 15s remaining: 16s 1236: total: 1m 15s remaining: 16s 1237: total: 1m 15s remaining: 15.9s 1238: total: 1m 15s remaining: 15.9s 1239: total: 1m 15s remaining: 15.8s 1240: total: 1m 15s remaining: 15.7s 1241: total: 1m 15s remaining: 15.7s 1242: total: 1m 15s remaining: 15.6s 1243: total: 1m 15s remaining: 15.6s 1244: total: 1m 15s remaining: 15.5s 1245: total: 1m 16s remaining: 15.5s 1246: total: 1m 16s remaining: 15.4s 1247: total: 1m 16s remaining: 15.4s 1248: total: 1m 16s remaining: 15.3s 1249: total: 1m 16s remaining: 15.3s 1250: total: 1m 16s remaining: 15.2s 1251: total: 1m 16s remaining: 15.2s 1252: total: 1m 16s remaining: 15.1s 1253: total: 1m 16s remaining: 15s 1254: total: 1m 16s remaining: 15s 1255: total: 1m 16s remaining: 14.9s 1256: total: 1m 17s remaining: 14.9s 1257: total: 1m 17s remaining: 14.8s 1258: total: 1m 17s remaining: 14.8s 1259: total: 1m 17s remaining: 14.7s 1260: total: 1m 17s remaining: 14.7s 1261: total: 1m 17s remaining: 14.6s 1262: total: 1m 17s remaining: 14.5s 1263: total: 1m 17s remaining: 14.5s 1264: total: 1m 17s remaining: 14.4s 1265: total: 1m 17s remaining: 14.4s 1266: total: 1m 17s remaining: 14.3s 1267: total: 1m 17s remaining: 14.3s 1268: total: 1m 17s remaining: 14.2s 1269: total: 1m 18s remaining: 14.1s 1270: total: 1m 18s remaining: 14.1s 1271: total: 1m 18s remaining: 14s 1272: total: 1m 18s remaining: 14s 1273: total: 1m 18s remaining: 13.9s 1274: total: 1m 18s remaining: 13.9s 1275: total: 1m 18s remaining: 13.8s 1276: total: 1m 18s remaining: 13.7s 1277: total: 1m 18s remaining: 13.7s 1278: total: 1m 18s remaining: 13.6s 1279: total: 1m 18s remaining: 13.6s 1280: total: 1m 18s remaining: 13.5s 1281: total: 1m 18s remaining: 13.4s 1282: total: 1m 19s remaining: 13.4s 1283: total: 1m 19s remaining: 13.3s 1284: total: 1m 19s remaining: 13.2s 1285: total: 1m 19s remaining: 13.2s 1286: total: 1m 19s remaining: 13.1s 1287: total: 1m 19s remaining: 13.1s 1288: total: 1m 19s remaining: 13s 1289: total: 1m 19s remaining: 12.9s 1290: total: 1m 19s remaining: 12.9s 1291: total: 1m 19s remaining: 12.8s 1292: total: 1m 19s remaining: 12.8s 1293: total: 1m 19s remaining: 12.7s 1294: total: 1m 19s remaining: 12.6s 1295: total: 1m 19s remaining: 12.6s 1296: total: 1m 19s remaining: 12.5s 1297: total: 1m 20s remaining: 12.5s 1298: total: 1m 20s remaining: 12.4s 1299: total: 1m 20s remaining: 12.3s 1300: total: 1m 20s remaining: 12.3s 1301: total: 1m 20s remaining: 12.2s 1302: total: 1m 20s remaining: 12.1s 1303: total: 1m 20s remaining: 12.1s 1304: total: 1m 20s remaining: 12s 1305: total: 1m 20s remaining: 12s 1306: total: 1m 20s remaining: 11.9s 1307: total: 1m 20s remaining: 11.8s 1308: total: 1m 20s remaining: 11.8s 1309: total: 1m 20s remaining: 11.7s 1310: total: 1m 20s remaining: 11.7s 1311: total: 1m 20s remaining: 11.6s 1312: total: 1m 21s remaining: 11.5s 1313: total: 1m 21s remaining: 11.5s 1314: total: 1m 21s remaining: 11.4s 1315: total: 1m 21s remaining: 11.4s 1316: total: 1m 21s remaining: 11.3s 1317: total: 1m 21s remaining: 11.3s 1318: total: 1m 21s remaining: 11.2s 1319: total: 1m 21s remaining: 11.1s 1320: total: 1m 21s remaining: 11.1s 1321: total: 1m 21s remaining: 11s 1322: total: 1m 21s remaining: 11s 1323: total: 1m 21s remaining: 10.9s 1324: total: 1m 22s remaining: 10.8s 1325: total: 1m 22s remaining: 10.8s 1326: total: 1m 22s remaining: 10.7s 1327: total: 1m 22s remaining: 10.6s 1328: total: 1m 22s remaining: 10.6s 1329: total: 1m 22s remaining: 10.5s 1330: total: 1m 22s remaining: 10.5s 1331: total: 1m 22s remaining: 10.4s 1332: total: 1m 22s remaining: 10.3s 1333: total: 1m 22s remaining: 10.3s 1334: total: 1m 22s remaining: 10.2s 1335: total: 1m 22s remaining: 10.2s 1336: total: 1m 22s remaining: 10.1s 1337: total: 1m 23s remaining: 10.1s 1338: total: 1m 23s remaining: 10s 1339: total: 1m 23s remaining: 9.94s 1340: total: 1m 23s remaining: 9.89s 1341: total: 1m 23s remaining: 9.84s 1342: total: 1m 23s remaining: 9.78s 1343: total: 1m 23s remaining: 9.72s 1344: total: 1m 23s remaining: 9.65s 1345: total: 1m 23s remaining: 9.59s 1346: total: 1m 23s remaining: 9.53s 1347: total: 1m 24s remaining: 9.47s 1348: total: 1m 24s remaining: 9.41s 1349: total: 1m 24s remaining: 9.35s 1350: total: 1m 24s remaining: 9.29s 1351: total: 1m 24s remaining: 9.23s 1352: total: 1m 24s remaining: 9.18s 1353: total: 1m 24s remaining: 9.12s 1354: total: 1m 24s remaining: 9.05s 1355: total: 1m 24s remaining: 8.99s 1356: total: 1m 24s remaining: 8.93s 1357: total: 1m 24s remaining: 8.87s 1358: total: 1m 24s remaining: 8.81s 1359: total: 1m 24s remaining: 8.75s 1360: total: 1m 25s remaining: 8.69s 1361: total: 1m 25s remaining: 8.63s 1362: total: 1m 25s remaining: 8.56s 1363: total: 1m 25s remaining: 8.5s 1364: total: 1m 25s remaining: 8.45s 1365: total: 1m 25s remaining: 8.39s 1366: total: 1m 25s remaining: 8.33s 1367: total: 1m 25s remaining: 8.27s 1368: total: 1m 25s remaining: 8.21s 1369: total: 1m 25s remaining: 8.16s 1370: total: 1m 26s remaining: 8.1s 1371: total: 1m 26s remaining: 8.04s 1372: total: 1m 26s remaining: 7.98s 1373: total: 1m 26s remaining: 7.92s 1374: total: 1m 26s remaining: 7.86s 1375: total: 1m 26s remaining: 7.8s 1376: total: 1m 26s remaining: 7.74s 1377: total: 1m 26s remaining: 7.68s 1378: total: 1m 26s remaining: 7.62s 1379: total: 1m 26s remaining: 7.55s 1380: total: 1m 26s remaining: 7.49s 1381: total: 1m 27s remaining: 7.43s 1382: total: 1m 27s remaining: 7.37s 1383: total: 1m 27s remaining: 7.3s 1384: total: 1m 27s remaining: 7.24s 1385: total: 1m 27s remaining: 7.18s 1386: total: 1m 27s remaining: 7.12s 1387: total: 1m 27s remaining: 7.06s 1388: total: 1m 27s remaining: 6.99s 1389: total: 1m 27s remaining: 6.93s 1390: total: 1m 27s remaining: 6.87s 1391: total: 1m 27s remaining: 6.81s 1392: total: 1m 27s remaining: 6.75s 1393: total: 1m 27s remaining: 6.68s 1394: total: 1m 27s remaining: 6.62s 1395: total: 1m 28s remaining: 6.56s 1396: total: 1m 28s remaining: 6.5s 1397: total: 1m 28s remaining: 6.44s 1398: total: 1m 28s remaining: 6.37s 1399: total: 1m 28s remaining: 6.31s 1400: total: 1m 28s remaining: 6.25s 1401: total: 1m 28s remaining: 6.19s 1402: total: 1m 28s remaining: 6.12s 1403: total: 1m 28s remaining: 6.06s 1404: total: 1m 28s remaining: 6s 1405: total: 1m 28s remaining: 5.94s 1406: total: 1m 28s remaining: 5.88s 1407: total: 1m 28s remaining: 5.81s 1408: total: 1m 29s remaining: 5.75s 1409: total: 1m 29s remaining: 5.69s 1410: total: 1m 29s remaining: 5.63s 1411: total: 1m 29s remaining: 5.56s 1412: total: 1m 29s remaining: 5.5s 1413: total: 1m 29s remaining: 5.44s 1414: total: 1m 29s remaining: 5.38s 1415: total: 1m 29s remaining: 5.31s 1416: total: 1m 29s remaining: 5.25s 1417: total: 1m 29s remaining: 5.19s 1418: total: 1m 29s remaining: 5.13s 1419: total: 1m 29s remaining: 5.06s 1420: total: 1m 29s remaining: 5s 1421: total: 1m 29s remaining: 4.93s 1422: total: 1m 30s remaining: 4.87s 1423: total: 1m 30s remaining: 4.81s 1424: total: 1m 30s remaining: 4.75s 1425: total: 1m 30s remaining: 4.68s 1426: total: 1m 30s remaining: 4.62s 1427: total: 1m 30s remaining: 4.55s 1428: total: 1m 30s remaining: 4.49s 1429: total: 1m 30s remaining: 4.43s 1430: total: 1m 30s remaining: 4.37s 1431: total: 1m 30s remaining: 4.3s 1432: total: 1m 30s remaining: 4.24s 1433: total: 1m 30s remaining: 4.18s 1434: total: 1m 30s remaining: 4.11s 1435: total: 1m 30s remaining: 4.05s 1436: total: 1m 30s remaining: 3.99s 1437: total: 1m 31s remaining: 3.92s 1438: total: 1m 31s remaining: 3.86s 1439: total: 1m 31s remaining: 3.8s 1440: total: 1m 31s remaining: 3.73s 1441: total: 1m 31s remaining: 3.67s 1442: total: 1m 31s remaining: 3.61s 1443: total: 1m 31s remaining: 3.55s 1444: total: 1m 31s remaining: 3.48s 1445: total: 1m 31s remaining: 3.42s 1446: total: 1m 31s remaining: 3.36s 1447: total: 1m 31s remaining: 3.29s 1448: total: 1m 31s remaining: 3.23s 1449: total: 1m 31s remaining: 3.17s 1450: total: 1m 31s remaining: 3.1s 1451: total: 1m 31s remaining: 3.04s 1452: total: 1m 32s remaining: 2.98s 1453: total: 1m 32s remaining: 2.91s 1454: total: 1m 32s remaining: 2.85s 1455: total: 1m 32s remaining: 2.79s 1456: total: 1m 32s remaining: 2.72s 1457: total: 1m 32s remaining: 2.66s 1458: total: 1m 32s remaining: 2.6s 1459: total: 1m 32s remaining: 2.53s 1460: total: 1m 32s remaining: 2.47s 1461: total: 1m 32s remaining: 2.41s 1462: total: 1m 32s remaining: 2.34s 1463: total: 1m 32s remaining: 2.28s 1464: total: 1m 32s remaining: 2.21s 1465: total: 1m 32s remaining: 2.15s 1466: total: 1m 32s remaining: 2.09s 1467: total: 1m 32s remaining: 2.02s 1468: total: 1m 33s remaining: 1.96s 1469: total: 1m 33s remaining: 1.9s 1470: total: 1m 33s remaining: 1.83s 1471: total: 1m 33s remaining: 1.77s 1472: total: 1m 33s remaining: 1.71s 1473: total: 1m 33s remaining: 1.65s 1474: total: 1m 33s remaining: 1.58s 1475: total: 1m 33s remaining: 1.52s 1476: total: 1m 33s remaining: 1.46s 1477: total: 1m 33s remaining: 1.39s 1478: total: 1m 33s remaining: 1.33s 1479: total: 1m 33s remaining: 1.26s 1480: total: 1m 33s remaining: 1.2s 1481: total: 1m 33s remaining: 1.14s 1482: total: 1m 33s remaining: 1.07s 1483: total: 1m 33s remaining: 1.01s 1484: total: 1m 33s remaining: 949ms 1485: total: 1m 34s remaining: 886ms 1486: total: 1m 34s remaining: 822ms 1487: total: 1m 34s remaining: 759ms 1488: total: 1m 34s remaining: 696ms 1489: total: 1m 34s remaining: 632ms 1490: total: 1m 34s remaining: 569ms 1491: total: 1m 34s remaining: 506ms 1492: total: 1m 34s remaining: 442ms 1493: total: 1m 34s remaining: 379ms 1494: total: 1m 34s remaining: 316ms 1495: total: 1m 34s remaining: 253ms 1496: total: 1m 34s remaining: 190ms 1497: total: 1m 34s remaining: 126ms 1498: total: 1m 34s remaining: 63.1ms 1499: total: 1m 34s remaining: 0us [Voting] ...................... (4 of 4) Processing cat, total= 1.6min [Voting] ...................... (1 of 4) Processing ada, total= 8.9s [Voting] ...................... (2 of 4) Processing xgb, total= 7.0s [LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
_log_warning(f"Found `{alias}` in params. Will use it instead of argument")
[Voting] ...................... (3 of 4) Processing lgb, total= 2.3s Learning rate set to 0.021203 0: total: 57.5ms remaining: 1m 26s 1: total: 123ms remaining: 1m 32s 2: total: 189ms remaining: 1m 34s
Default metric period is 5 because AUC is/are not implemented for GPU
3: total: 255ms remaining: 1m 35s 4: total: 315ms remaining: 1m 34s 5: total: 373ms remaining: 1m 32s 6: total: 424ms remaining: 1m 30s 7: total: 482ms remaining: 1m 29s 8: total: 539ms remaining: 1m 29s 9: total: 598ms remaining: 1m 29s 10: total: 654ms remaining: 1m 28s 11: total: 716ms remaining: 1m 28s 12: total: 779ms remaining: 1m 29s 13: total: 840ms remaining: 1m 29s 14: total: 901ms remaining: 1m 29s 15: total: 967ms remaining: 1m 29s 16: total: 1.03s remaining: 1m 29s 17: total: 1.09s remaining: 1m 29s 18: total: 1.17s remaining: 1m 31s 19: total: 1.23s remaining: 1m 31s 20: total: 1.29s remaining: 1m 31s 21: total: 1.35s remaining: 1m 30s 22: total: 1.41s remaining: 1m 30s 23: total: 1.47s remaining: 1m 30s 24: total: 1.53s remaining: 1m 30s 25: total: 1.58s remaining: 1m 29s 26: total: 1.64s remaining: 1m 29s 27: total: 1.69s remaining: 1m 29s 28: total: 1.75s remaining: 1m 29s 29: total: 1.81s remaining: 1m 28s 30: total: 1.88s remaining: 1m 28s 31: total: 1.95s remaining: 1m 29s 32: total: 2s remaining: 1m 29s 33: total: 2.06s remaining: 1m 28s 34: total: 2.12s remaining: 1m 28s 35: total: 2.18s remaining: 1m 28s 36: total: 2.25s remaining: 1m 28s 37: total: 2.31s remaining: 1m 28s 38: total: 2.37s remaining: 1m 28s 39: total: 2.42s remaining: 1m 28s 40: total: 2.49s remaining: 1m 28s 41: total: 2.54s remaining: 1m 28s 42: total: 2.6s remaining: 1m 28s 43: total: 2.66s remaining: 1m 27s 44: total: 2.72s remaining: 1m 27s 45: total: 2.78s remaining: 1m 27s 46: total: 2.84s remaining: 1m 27s 47: total: 2.91s remaining: 1m 28s 48: total: 2.98s remaining: 1m 28s 49: total: 3.03s remaining: 1m 28s 50: total: 3.1s remaining: 1m 27s 51: total: 3.15s remaining: 1m 27s 52: total: 3.21s remaining: 1m 27s 53: total: 3.27s remaining: 1m 27s 54: total: 3.33s remaining: 1m 27s 55: total: 3.4s remaining: 1m 27s 56: total: 3.46s remaining: 1m 27s 57: total: 3.52s remaining: 1m 27s 58: total: 3.59s remaining: 1m 27s 59: total: 3.65s remaining: 1m 27s 60: total: 3.7s remaining: 1m 27s 61: total: 3.76s remaining: 1m 27s 62: total: 3.81s remaining: 1m 27s 63: total: 3.88s remaining: 1m 26s 64: total: 3.93s remaining: 1m 26s 65: total: 3.99s remaining: 1m 26s 66: total: 4.05s remaining: 1m 26s 67: total: 4.12s remaining: 1m 26s 68: total: 4.17s remaining: 1m 26s 69: total: 4.22s remaining: 1m 26s 70: total: 4.28s remaining: 1m 26s 71: total: 4.34s remaining: 1m 26s 72: total: 4.39s remaining: 1m 25s 73: total: 4.45s remaining: 1m 25s 74: total: 4.5s remaining: 1m 25s 75: total: 4.56s remaining: 1m 25s 76: total: 4.61s remaining: 1m 25s 77: total: 4.67s remaining: 1m 25s 78: total: 4.72s remaining: 1m 24s 79: total: 4.77s remaining: 1m 24s 80: total: 4.83s remaining: 1m 24s 81: total: 4.89s remaining: 1m 24s 82: total: 4.94s remaining: 1m 24s 83: total: 5s remaining: 1m 24s 84: total: 5.05s remaining: 1m 24s 85: total: 5.1s remaining: 1m 23s 86: total: 5.15s remaining: 1m 23s 87: total: 5.2s remaining: 1m 23s 88: total: 5.26s remaining: 1m 23s 89: total: 5.31s remaining: 1m 23s 90: total: 5.37s remaining: 1m 23s 91: total: 5.42s remaining: 1m 22s 92: total: 5.47s remaining: 1m 22s 93: total: 5.53s remaining: 1m 22s 94: total: 5.58s remaining: 1m 22s 95: total: 5.63s remaining: 1m 22s 96: total: 5.69s remaining: 1m 22s 97: total: 5.74s remaining: 1m 22s 98: total: 5.79s remaining: 1m 21s 99: total: 5.84s remaining: 1m 21s 100: total: 5.89s remaining: 1m 21s 101: total: 5.95s remaining: 1m 21s 102: total: 6s remaining: 1m 21s 103: total: 6.05s remaining: 1m 21s 104: total: 6.1s remaining: 1m 21s 105: total: 6.15s remaining: 1m 20s 106: total: 6.2s remaining: 1m 20s 107: total: 6.26s remaining: 1m 20s 108: total: 6.31s remaining: 1m 20s 109: total: 6.36s remaining: 1m 20s 110: total: 6.41s remaining: 1m 20s 111: total: 6.48s remaining: 1m 20s 112: total: 6.54s remaining: 1m 20s 113: total: 6.61s remaining: 1m 20s 114: total: 6.67s remaining: 1m 20s 115: total: 6.72s remaining: 1m 20s 116: total: 6.78s remaining: 1m 20s 117: total: 6.83s remaining: 1m 19s 118: total: 6.88s remaining: 1m 19s 119: total: 6.94s remaining: 1m 19s 120: total: 6.99s remaining: 1m 19s 121: total: 7.05s remaining: 1m 19s 122: total: 7.12s remaining: 1m 19s 123: total: 7.17s remaining: 1m 19s 124: total: 7.23s remaining: 1m 19s 125: total: 7.28s remaining: 1m 19s 126: total: 7.34s remaining: 1m 19s 127: total: 7.39s remaining: 1m 19s 128: total: 7.46s remaining: 1m 19s 129: total: 7.51s remaining: 1m 19s 130: total: 7.57s remaining: 1m 19s 131: total: 7.63s remaining: 1m 19s 132: total: 7.68s remaining: 1m 18s 133: total: 7.74s remaining: 1m 18s 134: total: 7.8s remaining: 1m 18s 135: total: 7.86s remaining: 1m 18s 136: total: 7.91s remaining: 1m 18s 137: total: 7.97s remaining: 1m 18s 138: total: 8.02s remaining: 1m 18s 139: total: 8.07s remaining: 1m 18s 140: total: 8.13s remaining: 1m 18s 141: total: 8.18s remaining: 1m 18s 142: total: 8.23s remaining: 1m 18s 143: total: 8.29s remaining: 1m 18s 144: total: 8.34s remaining: 1m 17s 145: total: 8.39s remaining: 1m 17s 146: total: 8.45s remaining: 1m 17s 147: total: 8.5s remaining: 1m 17s 148: total: 8.56s remaining: 1m 17s 149: total: 8.61s remaining: 1m 17s 150: total: 8.66s remaining: 1m 17s 151: total: 8.72s remaining: 1m 17s 152: total: 8.78s remaining: 1m 17s 153: total: 8.83s remaining: 1m 17s 154: total: 8.88s remaining: 1m 17s 155: total: 8.94s remaining: 1m 16s 156: total: 8.99s remaining: 1m 16s 157: total: 9.04s remaining: 1m 16s 158: total: 9.09s remaining: 1m 16s 159: total: 9.15s remaining: 1m 16s 160: total: 9.26s remaining: 1m 17s 161: total: 9.31s remaining: 1m 16s 162: total: 9.36s remaining: 1m 16s 163: total: 9.42s remaining: 1m 16s 164: total: 9.47s remaining: 1m 16s 165: total: 9.53s remaining: 1m 16s 166: total: 9.58s remaining: 1m 16s 167: total: 9.64s remaining: 1m 16s 168: total: 9.69s remaining: 1m 16s 169: total: 9.74s remaining: 1m 16s 170: total: 9.8s remaining: 1m 16s 171: total: 9.86s remaining: 1m 16s 172: total: 9.91s remaining: 1m 16s 173: total: 9.96s remaining: 1m 15s 174: total: 10s remaining: 1m 15s 175: total: 10.1s remaining: 1m 15s 176: total: 10.1s remaining: 1m 15s 177: total: 10.2s remaining: 1m 15s 178: total: 10.2s remaining: 1m 15s 179: total: 10.3s remaining: 1m 15s 180: total: 10.3s remaining: 1m 15s 181: total: 10.4s remaining: 1m 15s 182: total: 10.4s remaining: 1m 15s 183: total: 10.5s remaining: 1m 15s 184: total: 10.6s remaining: 1m 15s 185: total: 10.6s remaining: 1m 14s 186: total: 10.7s remaining: 1m 14s 187: total: 10.7s remaining: 1m 14s 188: total: 10.8s remaining: 1m 14s 189: total: 10.8s remaining: 1m 14s 190: total: 10.9s remaining: 1m 14s 191: total: 10.9s remaining: 1m 14s 192: total: 11s remaining: 1m 14s 193: total: 11s remaining: 1m 14s 194: total: 11.1s remaining: 1m 14s 195: total: 11.1s remaining: 1m 14s 196: total: 11.2s remaining: 1m 14s 197: total: 11.2s remaining: 1m 13s 198: total: 11.3s remaining: 1m 13s 199: total: 11.4s remaining: 1m 13s 200: total: 11.4s remaining: 1m 13s 201: total: 11.5s remaining: 1m 13s 202: total: 11.5s remaining: 1m 13s 203: total: 11.6s remaining: 1m 13s 204: total: 11.6s remaining: 1m 13s 205: total: 11.7s remaining: 1m 13s 206: total: 11.7s remaining: 1m 13s 207: total: 11.8s remaining: 1m 13s 208: total: 11.8s remaining: 1m 13s 209: total: 11.9s remaining: 1m 13s 210: total: 12s remaining: 1m 13s 211: total: 12s remaining: 1m 12s 212: total: 12.1s remaining: 1m 12s 213: total: 12.1s remaining: 1m 12s 214: total: 12.2s remaining: 1m 12s 215: total: 12.2s remaining: 1m 12s 216: total: 12.3s remaining: 1m 12s 217: total: 12.3s remaining: 1m 12s 218: total: 12.4s remaining: 1m 12s 219: total: 12.4s remaining: 1m 12s 220: total: 12.5s remaining: 1m 12s 221: total: 12.5s remaining: 1m 12s 222: total: 12.6s remaining: 1m 12s 223: total: 12.6s remaining: 1m 12s 224: total: 12.7s remaining: 1m 11s 225: total: 12.8s remaining: 1m 11s 226: total: 12.8s remaining: 1m 11s 227: total: 12.9s remaining: 1m 11s 228: total: 12.9s remaining: 1m 11s 229: total: 13s remaining: 1m 11s 230: total: 13s remaining: 1m 11s 231: total: 13.1s remaining: 1m 11s 232: total: 13.2s remaining: 1m 11s 233: total: 13.2s remaining: 1m 11s 234: total: 13.3s remaining: 1m 11s 235: total: 13.3s remaining: 1m 11s 236: total: 13.4s remaining: 1m 11s 237: total: 13.4s remaining: 1m 11s 238: total: 13.5s remaining: 1m 11s 239: total: 13.5s remaining: 1m 11s 240: total: 13.6s remaining: 1m 11s 241: total: 13.7s remaining: 1m 11s 242: total: 13.7s remaining: 1m 10s 243: total: 13.8s remaining: 1m 10s 244: total: 13.8s remaining: 1m 10s 245: total: 13.9s remaining: 1m 10s 246: total: 14s remaining: 1m 10s 247: total: 14s remaining: 1m 10s 248: total: 14.1s remaining: 1m 10s 249: total: 14.1s remaining: 1m 10s 250: total: 14.2s remaining: 1m 10s 251: total: 14.3s remaining: 1m 10s 252: total: 14.3s remaining: 1m 10s 253: total: 14.4s remaining: 1m 10s 254: total: 14.5s remaining: 1m 10s 255: total: 14.6s remaining: 1m 10s 256: total: 14.6s remaining: 1m 10s 257: total: 14.7s remaining: 1m 10s 258: total: 14.7s remaining: 1m 10s 259: total: 14.8s remaining: 1m 10s 260: total: 14.9s remaining: 1m 10s 261: total: 14.9s remaining: 1m 10s 262: total: 15s remaining: 1m 10s 263: total: 15.1s remaining: 1m 10s 264: total: 15.1s remaining: 1m 10s 265: total: 15.2s remaining: 1m 10s 266: total: 15.3s remaining: 1m 10s 267: total: 15.3s remaining: 1m 10s 268: total: 15.4s remaining: 1m 10s 269: total: 15.5s remaining: 1m 10s 270: total: 15.5s remaining: 1m 10s 271: total: 15.6s remaining: 1m 10s 272: total: 15.6s remaining: 1m 10s 273: total: 15.7s remaining: 1m 10s 274: total: 15.8s remaining: 1m 10s 275: total: 15.8s remaining: 1m 10s 276: total: 15.9s remaining: 1m 10s 277: total: 16s remaining: 1m 10s 278: total: 16s remaining: 1m 10s 279: total: 16.1s remaining: 1m 10s 280: total: 16.1s remaining: 1m 9s 281: total: 16.2s remaining: 1m 9s 282: total: 16.3s remaining: 1m 9s 283: total: 16.3s remaining: 1m 9s 284: total: 16.4s remaining: 1m 9s 285: total: 16.5s remaining: 1m 9s 286: total: 16.5s remaining: 1m 9s 287: total: 16.6s remaining: 1m 9s 288: total: 16.7s remaining: 1m 9s 289: total: 16.7s remaining: 1m 9s 290: total: 16.8s remaining: 1m 9s 291: total: 16.9s remaining: 1m 9s 292: total: 16.9s remaining: 1m 9s 293: total: 17s remaining: 1m 9s 294: total: 17s remaining: 1m 9s 295: total: 17.1s remaining: 1m 9s 296: total: 17.2s remaining: 1m 9s 297: total: 17.2s remaining: 1m 9s 298: total: 17.3s remaining: 1m 9s 299: total: 17.4s remaining: 1m 9s 300: total: 17.4s remaining: 1m 9s 301: total: 17.5s remaining: 1m 9s 302: total: 17.6s remaining: 1m 9s 303: total: 17.6s remaining: 1m 9s 304: total: 17.7s remaining: 1m 9s 305: total: 17.7s remaining: 1m 9s 306: total: 17.8s remaining: 1m 9s 307: total: 17.9s remaining: 1m 9s 308: total: 17.9s remaining: 1m 9s 309: total: 18s remaining: 1m 9s 310: total: 18.1s remaining: 1m 9s 311: total: 18.1s remaining: 1m 9s 312: total: 18.2s remaining: 1m 8s 313: total: 18.3s remaining: 1m 8s 314: total: 18.3s remaining: 1m 8s 315: total: 18.4s remaining: 1m 8s 316: total: 18.4s remaining: 1m 8s 317: total: 18.5s remaining: 1m 8s 318: total: 18.6s remaining: 1m 8s 319: total: 18.6s remaining: 1m 8s 320: total: 18.7s remaining: 1m 8s 321: total: 18.8s remaining: 1m 8s 322: total: 18.8s remaining: 1m 8s 323: total: 18.9s remaining: 1m 8s 324: total: 19s remaining: 1m 8s 325: total: 19s remaining: 1m 8s 326: total: 19.1s remaining: 1m 8s 327: total: 19.2s remaining: 1m 8s 328: total: 19.2s remaining: 1m 8s 329: total: 19.3s remaining: 1m 8s 330: total: 19.4s remaining: 1m 8s 331: total: 19.4s remaining: 1m 8s 332: total: 19.5s remaining: 1m 8s 333: total: 19.5s remaining: 1m 8s 334: total: 19.6s remaining: 1m 8s 335: total: 19.7s remaining: 1m 8s 336: total: 19.7s remaining: 1m 8s 337: total: 19.8s remaining: 1m 8s 338: total: 19.9s remaining: 1m 8s 339: total: 20s remaining: 1m 8s 340: total: 20.1s remaining: 1m 8s 341: total: 20.1s remaining: 1m 8s 342: total: 20.2s remaining: 1m 8s 343: total: 20.3s remaining: 1m 8s 344: total: 20.3s remaining: 1m 8s 345: total: 20.4s remaining: 1m 7s 346: total: 20.4s remaining: 1m 7s 347: total: 20.5s remaining: 1m 7s 348: total: 20.6s remaining: 1m 7s 349: total: 20.6s remaining: 1m 7s 350: total: 20.7s remaining: 1m 7s 351: total: 20.7s remaining: 1m 7s 352: total: 20.8s remaining: 1m 7s 353: total: 20.8s remaining: 1m 7s 354: total: 20.9s remaining: 1m 7s 355: total: 21s remaining: 1m 7s 356: total: 21s remaining: 1m 7s 357: total: 21.1s remaining: 1m 7s 358: total: 21.1s remaining: 1m 7s 359: total: 21.2s remaining: 1m 7s 360: total: 21.3s remaining: 1m 7s 361: total: 21.3s remaining: 1m 6s 362: total: 21.4s remaining: 1m 6s 363: total: 21.4s remaining: 1m 6s 364: total: 21.5s remaining: 1m 6s 365: total: 21.5s remaining: 1m 6s 366: total: 21.6s remaining: 1m 6s 367: total: 21.6s remaining: 1m 6s 368: total: 21.7s remaining: 1m 6s 369: total: 21.8s remaining: 1m 6s 370: total: 21.8s remaining: 1m 6s 371: total: 21.9s remaining: 1m 6s 372: total: 21.9s remaining: 1m 6s 373: total: 22s remaining: 1m 6s 374: total: 22s remaining: 1m 6s 375: total: 22.1s remaining: 1m 6s 376: total: 22.2s remaining: 1m 6s 377: total: 22.2s remaining: 1m 5s 378: total: 22.3s remaining: 1m 5s 379: total: 22.3s remaining: 1m 5s 380: total: 22.4s remaining: 1m 5s 381: total: 22.5s remaining: 1m 5s 382: total: 22.5s remaining: 1m 5s 383: total: 22.6s remaining: 1m 5s 384: total: 22.6s remaining: 1m 5s 385: total: 22.7s remaining: 1m 5s 386: total: 22.7s remaining: 1m 5s 387: total: 22.8s remaining: 1m 5s 388: total: 22.9s remaining: 1m 5s 389: total: 22.9s remaining: 1m 5s 390: total: 23s remaining: 1m 5s 391: total: 23s remaining: 1m 5s 392: total: 23.1s remaining: 1m 5s 393: total: 23.1s remaining: 1m 4s 394: total: 23.2s remaining: 1m 4s 395: total: 23.3s remaining: 1m 4s 396: total: 23.3s remaining: 1m 4s 397: total: 23.4s remaining: 1m 4s 398: total: 23.4s remaining: 1m 4s 399: total: 23.5s remaining: 1m 4s 400: total: 23.5s remaining: 1m 4s 401: total: 23.6s remaining: 1m 4s 402: total: 23.7s remaining: 1m 4s 403: total: 23.7s remaining: 1m 4s 404: total: 23.8s remaining: 1m 4s 405: total: 23.8s remaining: 1m 4s 406: total: 23.9s remaining: 1m 4s 407: total: 23.9s remaining: 1m 4s 408: total: 24s remaining: 1m 4s 409: total: 24.1s remaining: 1m 3s 410: total: 24.1s remaining: 1m 3s 411: total: 24.2s remaining: 1m 3s 412: total: 24.2s remaining: 1m 3s 413: total: 24.3s remaining: 1m 3s 414: total: 24.3s remaining: 1m 3s 415: total: 24.4s remaining: 1m 3s 416: total: 24.5s remaining: 1m 3s 417: total: 24.5s remaining: 1m 3s 418: total: 24.6s remaining: 1m 3s 419: total: 24.7s remaining: 1m 3s 420: total: 24.7s remaining: 1m 3s 421: total: 24.8s remaining: 1m 3s 422: total: 24.8s remaining: 1m 3s 423: total: 24.9s remaining: 1m 3s 424: total: 24.9s remaining: 1m 3s 425: total: 25s remaining: 1m 3s 426: total: 25.1s remaining: 1m 2s 427: total: 25.1s remaining: 1m 2s 428: total: 25.2s remaining: 1m 2s 429: total: 25.2s remaining: 1m 2s 430: total: 25.3s remaining: 1m 2s 431: total: 25.3s remaining: 1m 2s 432: total: 25.4s remaining: 1m 2s 433: total: 25.5s remaining: 1m 2s 434: total: 25.5s remaining: 1m 2s 435: total: 25.6s remaining: 1m 2s 436: total: 25.6s remaining: 1m 2s 437: total: 25.7s remaining: 1m 2s 438: total: 25.8s remaining: 1m 2s 439: total: 25.8s remaining: 1m 2s 440: total: 25.9s remaining: 1m 2s 441: total: 25.9s remaining: 1m 2s 442: total: 26s remaining: 1m 2s 443: total: 26s remaining: 1m 1s 444: total: 26.1s remaining: 1m 1s 445: total: 26.2s remaining: 1m 1s 446: total: 26.2s remaining: 1m 1s 447: total: 26.3s remaining: 1m 1s 448: total: 26.3s remaining: 1m 1s 449: total: 26.4s remaining: 1m 1s 450: total: 26.5s remaining: 1m 1s 451: total: 26.5s remaining: 1m 1s 452: total: 26.6s remaining: 1m 1s 453: total: 26.6s remaining: 1m 1s 454: total: 26.7s remaining: 1m 1s 455: total: 26.7s remaining: 1m 1s 456: total: 26.8s remaining: 1m 1s 457: total: 26.9s remaining: 1m 1s 458: total: 26.9s remaining: 1m 1s 459: total: 27s remaining: 1m 460: total: 27s remaining: 1m 461: total: 27.1s remaining: 1m 462: total: 27.1s remaining: 1m 463: total: 27.2s remaining: 1m 464: total: 27.2s remaining: 1m 465: total: 27.3s remaining: 1m 466: total: 27.3s remaining: 1m 467: total: 27.4s remaining: 1m 468: total: 27.5s remaining: 1m 469: total: 27.5s remaining: 1m 470: total: 27.6s remaining: 1m 471: total: 27.6s remaining: 1m 472: total: 27.7s remaining: 1m 473: total: 27.7s remaining: 1m 474: total: 27.8s remaining: 59.9s 475: total: 27.8s remaining: 59.9s 476: total: 27.9s remaining: 59.8s 477: total: 27.9s remaining: 59.7s 478: total: 28s remaining: 59.7s 479: total: 28s remaining: 59.6s 480: total: 28.1s remaining: 59.5s 481: total: 28.2s remaining: 59.5s 482: total: 28.2s remaining: 59.4s 483: total: 28.3s remaining: 59.3s 484: total: 28.3s remaining: 59.2s 485: total: 28.4s remaining: 59.2s 486: total: 28.4s remaining: 59.1s 487: total: 28.5s remaining: 59.1s 488: total: 28.5s remaining: 59s 489: total: 28.6s remaining: 58.9s 490: total: 28.6s remaining: 58.9s 491: total: 28.7s remaining: 58.8s 492: total: 28.8s remaining: 58.7s 493: total: 28.8s remaining: 58.7s 494: total: 28.9s remaining: 58.6s 495: total: 28.9s remaining: 58.5s 496: total: 29s remaining: 58.5s 497: total: 29s remaining: 58.4s 498: total: 29.1s remaining: 58.4s 499: total: 29.1s remaining: 58.3s 500: total: 29.2s remaining: 58.2s 501: total: 29.3s remaining: 58.2s 502: total: 29.3s remaining: 58.1s 503: total: 29.4s remaining: 58s 504: total: 29.4s remaining: 58s 505: total: 29.5s remaining: 57.9s 506: total: 29.5s remaining: 57.9s 507: total: 29.6s remaining: 57.8s 508: total: 29.6s remaining: 57.7s 509: total: 29.7s remaining: 57.7s 510: total: 29.8s remaining: 57.6s 511: total: 29.8s remaining: 57.5s 512: total: 29.9s remaining: 57.5s 513: total: 29.9s remaining: 57.4s 514: total: 30s remaining: 57.4s 515: total: 30.1s remaining: 57.3s 516: total: 30.1s remaining: 57.2s 517: total: 30.2s remaining: 57.2s 518: total: 30.3s remaining: 57.2s 519: total: 30.4s remaining: 57.2s 520: total: 30.4s remaining: 57.1s 521: total: 30.5s remaining: 57.1s 522: total: 30.5s remaining: 57s 523: total: 30.6s remaining: 56.9s 524: total: 30.6s remaining: 56.9s 525: total: 30.7s remaining: 56.8s 526: total: 30.8s remaining: 56.8s 527: total: 30.8s remaining: 56.7s 528: total: 30.9s remaining: 56.7s 529: total: 30.9s remaining: 56.6s 530: total: 31s remaining: 56.5s 531: total: 31s remaining: 56.5s 532: total: 31.1s remaining: 56.4s 533: total: 31.2s remaining: 56.4s 534: total: 31.2s remaining: 56.3s 535: total: 31.3s remaining: 56.3s 536: total: 31.4s remaining: 56.3s 537: total: 31.4s remaining: 56.2s 538: total: 31.5s remaining: 56.1s 539: total: 31.6s remaining: 56.1s 540: total: 31.6s remaining: 56s 541: total: 31.7s remaining: 56s 542: total: 31.7s remaining: 55.9s 543: total: 31.8s remaining: 55.8s 544: total: 31.8s remaining: 55.8s 545: total: 31.9s remaining: 55.7s 546: total: 32s remaining: 55.7s 547: total: 32s remaining: 55.6s 548: total: 32.1s remaining: 55.5s 549: total: 32.1s remaining: 55.5s 550: total: 32.2s remaining: 55.4s 551: total: 32.3s remaining: 55.4s 552: total: 32.3s remaining: 55.3s 553: total: 32.4s remaining: 55.3s 554: total: 32.4s remaining: 55.2s 555: total: 32.5s remaining: 55.1s 556: total: 32.5s remaining: 55.1s 557: total: 32.6s remaining: 55s 558: total: 32.6s remaining: 55s 559: total: 32.7s remaining: 54.9s 560: total: 32.8s remaining: 54.8s 561: total: 32.8s remaining: 54.8s 562: total: 32.9s remaining: 54.7s 563: total: 32.9s remaining: 54.7s 564: total: 33s remaining: 54.6s 565: total: 33s remaining: 54.5s 566: total: 33.1s remaining: 54.5s 567: total: 33.2s remaining: 54.4s 568: total: 33.2s remaining: 54.4s 569: total: 33.3s remaining: 54.3s 570: total: 33.3s remaining: 54.3s 571: total: 33.4s remaining: 54.2s 572: total: 33.5s remaining: 54.1s 573: total: 33.5s remaining: 54.1s 574: total: 33.6s remaining: 54s 575: total: 33.6s remaining: 53.9s 576: total: 33.7s remaining: 53.9s 577: total: 33.7s remaining: 53.8s 578: total: 33.8s remaining: 53.8s 579: total: 33.9s remaining: 53.7s 580: total: 33.9s remaining: 53.6s 581: total: 34s remaining: 53.6s 582: total: 34s remaining: 53.5s 583: total: 34.1s remaining: 53.5s 584: total: 34.1s remaining: 53.4s 585: total: 34.2s remaining: 53.3s 586: total: 34.3s remaining: 53.3s 587: total: 34.3s remaining: 53.2s 588: total: 34.4s remaining: 53.2s 589: total: 34.4s remaining: 53.1s 590: total: 34.5s remaining: 53.1s 591: total: 34.6s remaining: 53s 592: total: 34.6s remaining: 52.9s 593: total: 34.7s remaining: 52.9s 594: total: 34.7s remaining: 52.8s 595: total: 34.8s remaining: 52.7s 596: total: 34.8s remaining: 52.7s 597: total: 34.9s remaining: 52.6s 598: total: 34.9s remaining: 52.5s 599: total: 35s remaining: 52.5s 600: total: 35s remaining: 52.4s 601: total: 35.1s remaining: 52.4s 602: total: 35.1s remaining: 52.3s 603: total: 35.2s remaining: 52.2s 604: total: 35.3s remaining: 52.2s 605: total: 35.3s remaining: 52.1s 606: total: 35.4s remaining: 52s 607: total: 35.4s remaining: 52s 608: total: 35.5s remaining: 51.9s 609: total: 35.5s remaining: 51.8s 610: total: 35.6s remaining: 51.7s 611: total: 35.6s remaining: 51.7s 612: total: 35.7s remaining: 51.6s 613: total: 35.7s remaining: 51.5s 614: total: 35.8s remaining: 51.5s 615: total: 35.8s remaining: 51.4s 616: total: 35.9s remaining: 51.3s 617: total: 35.9s remaining: 51.3s 618: total: 36s remaining: 51.2s 619: total: 36s remaining: 51.1s 620: total: 36.1s remaining: 51.1s 621: total: 36.1s remaining: 51s 622: total: 36.2s remaining: 50.9s 623: total: 36.2s remaining: 50.9s 624: total: 36.3s remaining: 50.8s 625: total: 36.3s remaining: 50.7s 626: total: 36.4s remaining: 50.7s 627: total: 36.4s remaining: 50.6s 628: total: 36.5s remaining: 50.5s 629: total: 36.5s remaining: 50.5s 630: total: 36.6s remaining: 50.4s 631: total: 36.7s remaining: 50.3s 632: total: 36.7s remaining: 50.3s 633: total: 36.8s remaining: 50.2s 634: total: 36.8s remaining: 50.1s 635: total: 36.9s remaining: 50.1s 636: total: 36.9s remaining: 50s 637: total: 37s remaining: 49.9s 638: total: 37s remaining: 49.9s 639: total: 37.1s remaining: 49.8s 640: total: 37.1s remaining: 49.7s 641: total: 37.2s remaining: 49.7s 642: total: 37.2s remaining: 49.6s 643: total: 37.3s remaining: 49.6s 644: total: 37.4s remaining: 49.5s 645: total: 37.4s remaining: 49.5s 646: total: 37.5s remaining: 49.4s 647: total: 37.5s remaining: 49.3s 648: total: 37.6s remaining: 49.3s 649: total: 37.6s remaining: 49.2s 650: total: 37.7s remaining: 49.1s 651: total: 37.7s remaining: 49.1s 652: total: 37.8s remaining: 49s 653: total: 37.8s remaining: 48.9s 654: total: 37.9s remaining: 48.9s 655: total: 37.9s remaining: 48.8s 656: total: 38s remaining: 48.7s 657: total: 38s remaining: 48.7s 658: total: 38.1s remaining: 48.6s 659: total: 38.1s remaining: 48.5s 660: total: 38.2s remaining: 48.5s 661: total: 38.2s remaining: 48.4s 662: total: 38.3s remaining: 48.3s 663: total: 38.3s remaining: 48.3s 664: total: 38.4s remaining: 48.2s 665: total: 38.5s remaining: 48.2s 666: total: 38.5s remaining: 48.1s 667: total: 38.6s remaining: 48s 668: total: 38.6s remaining: 48s 669: total: 38.7s remaining: 47.9s 670: total: 38.7s remaining: 47.8s 671: total: 38.8s remaining: 47.8s 672: total: 38.8s remaining: 47.7s 673: total: 38.9s remaining: 47.7s 674: total: 38.9s remaining: 47.6s 675: total: 39s remaining: 47.5s 676: total: 39s remaining: 47.5s 677: total: 39.1s remaining: 47.4s 678: total: 39.1s remaining: 47.3s 679: total: 39.2s remaining: 47.3s 680: total: 39.2s remaining: 47.2s 681: total: 39.3s remaining: 47.1s 682: total: 39.3s remaining: 47.1s 683: total: 39.4s remaining: 47s 684: total: 39.5s remaining: 46.9s 685: total: 39.5s remaining: 46.9s 686: total: 39.6s remaining: 46.8s 687: total: 39.6s remaining: 46.8s 688: total: 39.7s remaining: 46.7s 689: total: 39.7s remaining: 46.6s 690: total: 39.8s remaining: 46.6s 691: total: 39.8s remaining: 46.5s 692: total: 39.9s remaining: 46.4s 693: total: 39.9s remaining: 46.4s 694: total: 40s remaining: 46.3s 695: total: 40s remaining: 46.2s 696: total: 40.1s remaining: 46.2s 697: total: 40.1s remaining: 46.1s 698: total: 40.2s remaining: 46s 699: total: 40.2s remaining: 46s 700: total: 40.3s remaining: 45.9s 701: total: 40.3s remaining: 45.8s 702: total: 40.4s remaining: 45.8s 703: total: 40.4s remaining: 45.7s 704: total: 40.5s remaining: 45.6s 705: total: 40.5s remaining: 45.6s 706: total: 40.6s remaining: 45.6s 707: total: 40.7s remaining: 45.5s 708: total: 40.7s remaining: 45.4s 709: total: 40.8s remaining: 45.4s 710: total: 40.9s remaining: 45.3s 711: total: 40.9s remaining: 45.3s 712: total: 41s remaining: 45.2s 713: total: 41s remaining: 45.1s 714: total: 41.1s remaining: 45.1s 715: total: 41.1s remaining: 45s 716: total: 41.2s remaining: 45s 717: total: 41.2s remaining: 44.9s 718: total: 41.3s remaining: 44.8s 719: total: 41.3s remaining: 44.8s 720: total: 41.4s remaining: 44.7s 721: total: 41.4s remaining: 44.6s 722: total: 41.5s remaining: 44.6s 723: total: 41.5s remaining: 44.5s 724: total: 41.6s remaining: 44.5s 725: total: 41.6s remaining: 44.4s 726: total: 41.7s remaining: 44.3s 727: total: 41.7s remaining: 44.3s 728: total: 41.8s remaining: 44.2s 729: total: 41.8s remaining: 44.1s 730: total: 41.9s remaining: 44.1s 731: total: 41.9s remaining: 44s 732: total: 42s remaining: 43.9s 733: total: 42s remaining: 43.9s 734: total: 42.1s remaining: 43.8s 735: total: 42.1s remaining: 43.8s 736: total: 42.2s remaining: 43.7s 737: total: 42.2s remaining: 43.6s 738: total: 42.3s remaining: 43.6s 739: total: 42.4s remaining: 43.5s 740: total: 42.4s remaining: 43.4s 741: total: 42.4s remaining: 43.4s 742: total: 42.5s remaining: 43.3s 743: total: 42.5s remaining: 43.2s 744: total: 42.6s remaining: 43.2s 745: total: 42.7s remaining: 43.1s 746: total: 42.7s remaining: 43s 747: total: 42.8s remaining: 43s 748: total: 42.8s remaining: 42.9s 749: total: 42.9s remaining: 42.9s 750: total: 42.9s remaining: 42.8s 751: total: 43s remaining: 42.7s 752: total: 43s remaining: 42.7s 753: total: 43.1s remaining: 42.6s 754: total: 43.1s remaining: 42.5s 755: total: 43.2s remaining: 42.5s 756: total: 43.2s remaining: 42.4s 757: total: 43.3s remaining: 42.3s 758: total: 43.3s remaining: 42.3s 759: total: 43.4s remaining: 42.2s 760: total: 43.4s remaining: 42.2s 761: total: 43.5s remaining: 42.1s 762: total: 43.5s remaining: 42.1s 763: total: 43.6s remaining: 42s 764: total: 43.6s remaining: 41.9s 765: total: 43.7s remaining: 41.9s 766: total: 43.7s remaining: 41.8s 767: total: 43.8s remaining: 41.8s 768: total: 43.9s remaining: 41.7s 769: total: 43.9s remaining: 41.6s 770: total: 44s remaining: 41.6s 771: total: 44s remaining: 41.5s 772: total: 44.1s remaining: 41.4s 773: total: 44.1s remaining: 41.4s 774: total: 44.2s remaining: 41.3s 775: total: 44.2s remaining: 41.3s 776: total: 44.3s remaining: 41.2s 777: total: 44.3s remaining: 41.1s 778: total: 44.4s remaining: 41.1s 779: total: 44.4s remaining: 41s 780: total: 44.5s remaining: 41s 781: total: 44.6s remaining: 40.9s 782: total: 44.6s remaining: 40.9s 783: total: 44.7s remaining: 40.8s 784: total: 44.7s remaining: 40.7s 785: total: 44.8s remaining: 40.7s 786: total: 44.8s remaining: 40.6s 787: total: 44.9s remaining: 40.6s 788: total: 45s remaining: 40.5s 789: total: 45s remaining: 40.5s 790: total: 45.1s remaining: 40.4s 791: total: 45.1s remaining: 40.3s 792: total: 45.2s remaining: 40.3s 793: total: 45.2s remaining: 40.2s 794: total: 45.3s remaining: 40.2s 795: total: 45.4s remaining: 40.1s 796: total: 45.4s remaining: 40.1s 797: total: 45.5s remaining: 40s 798: total: 45.5s remaining: 40s 799: total: 45.6s remaining: 39.9s 800: total: 45.7s remaining: 39.8s 801: total: 45.7s remaining: 39.8s 802: total: 45.8s remaining: 39.7s 803: total: 45.8s remaining: 39.7s 804: total: 45.9s remaining: 39.6s 805: total: 45.9s remaining: 39.6s 806: total: 46s remaining: 39.5s 807: total: 46.1s remaining: 39.4s 808: total: 46.1s remaining: 39.4s 809: total: 46.2s remaining: 39.3s 810: total: 46.2s remaining: 39.3s 811: total: 46.3s remaining: 39.2s 812: total: 46.4s remaining: 39.2s 813: total: 46.4s remaining: 39.1s 814: total: 46.5s remaining: 39.1s 815: total: 46.6s remaining: 39s 816: total: 46.6s remaining: 39s 817: total: 46.7s remaining: 38.9s 818: total: 46.8s remaining: 38.9s 819: total: 46.9s remaining: 38.9s 820: total: 46.9s remaining: 38.8s 821: total: 47s remaining: 38.8s 822: total: 47.1s remaining: 38.8s 823: total: 47.2s remaining: 38.7s 824: total: 47.3s remaining: 38.7s 825: total: 47.4s remaining: 38.7s 826: total: 47.4s remaining: 38.6s 827: total: 47.5s remaining: 38.6s 828: total: 47.7s remaining: 38.6s 829: total: 47.7s remaining: 38.5s 830: total: 47.8s remaining: 38.5s 831: total: 47.9s remaining: 38.4s 832: total: 47.9s remaining: 38.4s 833: total: 48s remaining: 38.3s 834: total: 48s remaining: 38.3s 835: total: 48.1s remaining: 38.2s 836: total: 48.2s remaining: 38.2s 837: total: 48.2s remaining: 38.1s 838: total: 48.3s remaining: 38s 839: total: 48.3s remaining: 38s 840: total: 48.4s remaining: 37.9s 841: total: 48.4s remaining: 37.9s 842: total: 48.5s remaining: 37.8s 843: total: 48.5s remaining: 37.7s 844: total: 48.6s remaining: 37.7s 845: total: 48.6s remaining: 37.6s 846: total: 48.7s remaining: 37.5s 847: total: 48.8s remaining: 37.5s 848: total: 48.8s remaining: 37.4s 849: total: 48.9s remaining: 37.4s 850: total: 48.9s remaining: 37.3s 851: total: 49s remaining: 37.3s 852: total: 49s remaining: 37.2s 853: total: 49.1s remaining: 37.1s 854: total: 49.1s remaining: 37.1s 855: total: 49.2s remaining: 37s 856: total: 49.3s remaining: 37s 857: total: 49.3s remaining: 36.9s 858: total: 49.4s remaining: 36.8s 859: total: 49.4s remaining: 36.8s 860: total: 49.5s remaining: 36.7s 861: total: 49.6s remaining: 36.7s 862: total: 49.6s remaining: 36.6s 863: total: 49.7s remaining: 36.6s 864: total: 49.7s remaining: 36.5s 865: total: 49.8s remaining: 36.4s 866: total: 49.8s remaining: 36.4s 867: total: 49.9s remaining: 36.3s 868: total: 49.9s remaining: 36.3s 869: total: 50s remaining: 36.2s 870: total: 50.1s remaining: 36.1s 871: total: 50.1s remaining: 36.1s 872: total: 50.2s remaining: 36s 873: total: 50.2s remaining: 36s 874: total: 50.3s remaining: 35.9s 875: total: 50.3s remaining: 35.8s 876: total: 50.4s remaining: 35.8s 877: total: 50.4s remaining: 35.7s 878: total: 50.5s remaining: 35.7s 879: total: 50.5s remaining: 35.6s 880: total: 50.6s remaining: 35.6s 881: total: 50.7s remaining: 35.5s 882: total: 50.7s remaining: 35.5s 883: total: 50.8s remaining: 35.4s 884: total: 50.9s remaining: 35.3s 885: total: 51s remaining: 35.3s 886: total: 51s remaining: 35.3s 887: total: 51.1s remaining: 35.2s 888: total: 51.2s remaining: 35.2s 889: total: 51.2s remaining: 35.1s 890: total: 51.3s remaining: 35s 891: total: 51.3s remaining: 35s 892: total: 51.4s remaining: 34.9s 893: total: 51.4s remaining: 34.9s 894: total: 51.5s remaining: 34.8s 895: total: 51.5s remaining: 34.7s 896: total: 51.6s remaining: 34.7s 897: total: 51.6s remaining: 34.6s 898: total: 51.7s remaining: 34.5s 899: total: 51.7s remaining: 34.5s 900: total: 51.8s remaining: 34.4s 901: total: 51.8s remaining: 34.4s 902: total: 51.9s remaining: 34.3s 903: total: 51.9s remaining: 34.2s 904: total: 52s remaining: 34.2s 905: total: 52s remaining: 34.1s 906: total: 52.1s remaining: 34.1s 907: total: 52.1s remaining: 34s 908: total: 52.2s remaining: 33.9s 909: total: 52.2s remaining: 33.9s 910: total: 52.3s remaining: 33.8s 911: total: 52.3s remaining: 33.7s 912: total: 52.4s remaining: 33.7s 913: total: 52.4s remaining: 33.6s 914: total: 52.5s remaining: 33.6s 915: total: 52.5s remaining: 33.5s 916: total: 52.6s remaining: 33.4s 917: total: 52.6s remaining: 33.4s 918: total: 52.7s remaining: 33.3s 919: total: 52.7s remaining: 33.2s 920: total: 52.8s remaining: 33.2s 921: total: 52.8s remaining: 33.1s 922: total: 52.9s remaining: 33.1s 923: total: 52.9s remaining: 33s 924: total: 53s remaining: 32.9s 925: total: 53s remaining: 32.9s 926: total: 53.1s remaining: 32.8s 927: total: 53.1s remaining: 32.8s 928: total: 53.2s remaining: 32.7s 929: total: 53.3s remaining: 32.6s 930: total: 53.3s remaining: 32.6s 931: total: 53.4s remaining: 32.5s 932: total: 53.4s remaining: 32.5s 933: total: 53.5s remaining: 32.4s 934: total: 53.6s remaining: 32.4s 935: total: 53.6s remaining: 32.3s 936: total: 53.7s remaining: 32.2s 937: total: 53.7s remaining: 32.2s 938: total: 53.7s remaining: 32.1s 939: total: 53.8s remaining: 32s 940: total: 53.8s remaining: 32s 941: total: 53.9s remaining: 31.9s 942: total: 54s remaining: 31.9s 943: total: 54s remaining: 31.8s 944: total: 54s remaining: 31.7s 945: total: 54.1s remaining: 31.7s 946: total: 54.2s remaining: 31.6s 947: total: 54.2s remaining: 31.6s 948: total: 54.3s remaining: 31.5s 949: total: 54.3s remaining: 31.4s 950: total: 54.3s remaining: 31.4s 951: total: 54.4s remaining: 31.3s 952: total: 54.4s remaining: 31.2s 953: total: 54.5s remaining: 31.2s 954: total: 54.5s remaining: 31.1s 955: total: 54.6s remaining: 31.1s 956: total: 54.7s remaining: 31s 957: total: 54.7s remaining: 31s 958: total: 54.8s remaining: 30.9s 959: total: 54.8s remaining: 30.8s 960: total: 54.9s remaining: 30.8s 961: total: 54.9s remaining: 30.7s 962: total: 55s remaining: 30.6s 963: total: 55s remaining: 30.6s 964: total: 55.1s remaining: 30.5s 965: total: 55.1s remaining: 30.5s 966: total: 55.2s remaining: 30.4s 967: total: 55.2s remaining: 30.3s 968: total: 55.3s remaining: 30.3s 969: total: 55.3s remaining: 30.2s 970: total: 55.4s remaining: 30.2s 971: total: 55.4s remaining: 30.1s 972: total: 55.5s remaining: 30.1s 973: total: 55.5s remaining: 30s 974: total: 55.6s remaining: 29.9s 975: total: 55.6s remaining: 29.9s 976: total: 55.7s remaining: 29.8s 977: total: 55.7s remaining: 29.8s 978: total: 55.8s remaining: 29.7s 979: total: 55.8s remaining: 29.6s 980: total: 55.9s remaining: 29.6s 981: total: 55.9s remaining: 29.5s 982: total: 56s remaining: 29.4s 983: total: 56s remaining: 29.4s 984: total: 56s remaining: 29.3s 985: total: 56.1s remaining: 29.2s 986: total: 56.1s remaining: 29.2s 987: total: 56.2s remaining: 29.1s 988: total: 56.2s remaining: 29.1s 989: total: 56.3s remaining: 29s 990: total: 56.3s remaining: 28.9s 991: total: 56.4s remaining: 28.9s 992: total: 56.4s remaining: 28.8s 993: total: 56.5s remaining: 28.8s 994: total: 56.5s remaining: 28.7s 995: total: 56.6s remaining: 28.6s 996: total: 56.6s remaining: 28.6s 997: total: 56.7s remaining: 28.5s 998: total: 56.7s remaining: 28.4s 999: total: 56.8s remaining: 28.4s 1000: total: 56.8s remaining: 28.3s 1001: total: 56.9s remaining: 28.3s 1002: total: 57s remaining: 28.2s 1003: total: 57s remaining: 28.2s 1004: total: 57.1s remaining: 28.1s 1005: total: 57.1s remaining: 28.1s 1006: total: 57.2s remaining: 28s 1007: total: 57.3s remaining: 27.9s 1008: total: 57.3s remaining: 27.9s 1009: total: 57.4s remaining: 27.8s 1010: total: 57.4s remaining: 27.8s 1011: total: 57.5s remaining: 27.7s 1012: total: 57.5s remaining: 27.7s 1013: total: 57.6s remaining: 27.6s 1014: total: 57.6s remaining: 27.5s 1015: total: 57.7s remaining: 27.5s 1016: total: 57.7s remaining: 27.4s 1017: total: 57.8s remaining: 27.4s 1018: total: 57.8s remaining: 27.3s 1019: total: 57.9s remaining: 27.2s 1020: total: 57.9s remaining: 27.2s 1021: total: 58s remaining: 27.1s 1022: total: 58s remaining: 27.1s 1023: total: 58.1s remaining: 27s 1024: total: 58.2s remaining: 27s 1025: total: 58.2s remaining: 26.9s 1026: total: 58.3s remaining: 26.8s 1027: total: 58.3s remaining: 26.8s 1028: total: 58.4s remaining: 26.7s 1029: total: 58.4s remaining: 26.7s 1030: total: 58.5s remaining: 26.6s 1031: total: 58.5s remaining: 26.6s 1032: total: 58.6s remaining: 26.5s 1033: total: 58.6s remaining: 26.4s 1034: total: 58.7s remaining: 26.4s 1035: total: 58.8s remaining: 26.3s 1036: total: 58.8s remaining: 26.3s 1037: total: 58.9s remaining: 26.2s 1038: total: 58.9s remaining: 26.1s 1039: total: 59s remaining: 26.1s 1040: total: 59s remaining: 26s 1041: total: 59.1s remaining: 26s 1042: total: 59.1s remaining: 25.9s 1043: total: 59.2s remaining: 25.8s 1044: total: 59.2s remaining: 25.8s 1045: total: 59.3s remaining: 25.7s 1046: total: 59.3s remaining: 25.7s 1047: total: 59.4s remaining: 25.6s 1048: total: 59.4s remaining: 25.6s 1049: total: 59.5s remaining: 25.5s 1050: total: 59.5s remaining: 25.4s 1051: total: 59.6s remaining: 25.4s 1052: total: 59.7s remaining: 25.3s 1053: total: 59.7s remaining: 25.3s 1054: total: 59.7s remaining: 25.2s 1055: total: 59.8s remaining: 25.1s 1056: total: 59.8s remaining: 25.1s 1057: total: 59.9s remaining: 25s 1058: total: 59.9s remaining: 25s 1059: total: 60s remaining: 24.9s 1060: total: 1m remaining: 24.8s 1061: total: 1m remaining: 24.8s 1062: total: 1m remaining: 24.7s 1063: total: 1m remaining: 24.7s 1064: total: 1m remaining: 24.6s 1065: total: 1m remaining: 24.5s 1066: total: 1m remaining: 24.5s 1067: total: 1m remaining: 24.4s 1068: total: 1m remaining: 24.4s 1069: total: 1m remaining: 24.3s 1070: total: 1m remaining: 24.3s 1071: total: 1m remaining: 24.2s 1072: total: 1m remaining: 24.1s 1073: total: 1m remaining: 24.1s 1074: total: 1m remaining: 24s 1075: total: 1m remaining: 24s 1076: total: 1m remaining: 23.9s 1077: total: 1m remaining: 23.8s 1078: total: 1m remaining: 23.8s 1079: total: 1m 1s remaining: 23.7s 1080: total: 1m 1s remaining: 23.7s 1081: total: 1m 1s remaining: 23.6s 1082: total: 1m 1s remaining: 23.6s 1083: total: 1m 1s remaining: 23.5s 1084: total: 1m 1s remaining: 23.4s 1085: total: 1m 1s remaining: 23.4s 1086: total: 1m 1s remaining: 23.3s 1087: total: 1m 1s remaining: 23.3s 1088: total: 1m 1s remaining: 23.2s 1089: total: 1m 1s remaining: 23.2s 1090: total: 1m 1s remaining: 23.1s 1091: total: 1m 1s remaining: 23.1s 1092: total: 1m 1s remaining: 23s 1093: total: 1m 1s remaining: 22.9s 1094: total: 1m 1s remaining: 22.9s 1095: total: 1m 1s remaining: 22.8s 1096: total: 1m 2s remaining: 22.8s 1097: total: 1m 2s remaining: 22.7s 1098: total: 1m 2s remaining: 22.7s 1099: total: 1m 2s remaining: 22.6s 1100: total: 1m 2s remaining: 22.6s 1101: total: 1m 2s remaining: 22.5s 1102: total: 1m 2s remaining: 22.4s 1103: total: 1m 2s remaining: 22.4s 1104: total: 1m 2s remaining: 22.3s 1105: total: 1m 2s remaining: 22.3s 1106: total: 1m 2s remaining: 22.2s 1107: total: 1m 2s remaining: 22.2s 1108: total: 1m 2s remaining: 22.1s 1109: total: 1m 2s remaining: 22s 1110: total: 1m 2s remaining: 22s 1111: total: 1m 2s remaining: 21.9s 1112: total: 1m 2s remaining: 21.9s 1113: total: 1m 2s remaining: 21.8s 1114: total: 1m 2s remaining: 21.8s 1115: total: 1m 3s remaining: 21.7s 1116: total: 1m 3s remaining: 21.6s 1117: total: 1m 3s remaining: 21.6s 1118: total: 1m 3s remaining: 21.5s 1119: total: 1m 3s remaining: 21.5s 1120: total: 1m 3s remaining: 21.4s 1121: total: 1m 3s remaining: 21.3s 1122: total: 1m 3s remaining: 21.3s 1123: total: 1m 3s remaining: 21.2s 1124: total: 1m 3s remaining: 21.2s 1125: total: 1m 3s remaining: 21.1s 1126: total: 1m 3s remaining: 21.1s 1127: total: 1m 3s remaining: 21s 1128: total: 1m 3s remaining: 20.9s 1129: total: 1m 3s remaining: 20.9s 1130: total: 1m 3s remaining: 20.8s 1131: total: 1m 3s remaining: 20.8s 1132: total: 1m 3s remaining: 20.7s 1133: total: 1m 3s remaining: 20.6s 1134: total: 1m 4s remaining: 20.6s 1135: total: 1m 4s remaining: 20.5s 1136: total: 1m 4s remaining: 20.5s 1137: total: 1m 4s remaining: 20.4s 1138: total: 1m 4s remaining: 20.4s 1139: total: 1m 4s remaining: 20.3s 1140: total: 1m 4s remaining: 20.2s 1141: total: 1m 4s remaining: 20.2s 1142: total: 1m 4s remaining: 20.1s 1143: total: 1m 4s remaining: 20.1s 1144: total: 1m 4s remaining: 20s 1145: total: 1m 4s remaining: 20s 1146: total: 1m 4s remaining: 19.9s 1147: total: 1m 4s remaining: 19.9s 1148: total: 1m 4s remaining: 19.8s 1149: total: 1m 4s remaining: 19.7s 1150: total: 1m 4s remaining: 19.7s 1151: total: 1m 4s remaining: 19.6s 1152: total: 1m 4s remaining: 19.6s 1153: total: 1m 5s remaining: 19.5s 1154: total: 1m 5s remaining: 19.4s 1155: total: 1m 5s remaining: 19.4s 1156: total: 1m 5s remaining: 19.3s 1157: total: 1m 5s remaining: 19.3s 1158: total: 1m 5s remaining: 19.2s 1159: total: 1m 5s remaining: 19.2s 1160: total: 1m 5s remaining: 19.1s 1161: total: 1m 5s remaining: 19s 1162: total: 1m 5s remaining: 19s 1163: total: 1m 5s remaining: 18.9s 1164: total: 1m 5s remaining: 18.9s 1165: total: 1m 5s remaining: 18.8s 1166: total: 1m 5s remaining: 18.8s 1167: total: 1m 5s remaining: 18.7s 1168: total: 1m 5s remaining: 18.6s 1169: total: 1m 5s remaining: 18.6s 1170: total: 1m 5s remaining: 18.5s 1171: total: 1m 6s remaining: 18.5s 1172: total: 1m 6s remaining: 18.4s 1173: total: 1m 6s remaining: 18.4s 1174: total: 1m 6s remaining: 18.3s 1175: total: 1m 6s remaining: 18.2s 1176: total: 1m 6s remaining: 18.2s 1177: total: 1m 6s remaining: 18.1s 1178: total: 1m 6s remaining: 18.1s 1179: total: 1m 6s remaining: 18s 1180: total: 1m 6s remaining: 17.9s 1181: total: 1m 6s remaining: 17.9s 1182: total: 1m 6s remaining: 17.8s 1183: total: 1m 6s remaining: 17.8s 1184: total: 1m 6s remaining: 17.7s 1185: total: 1m 6s remaining: 17.7s 1186: total: 1m 6s remaining: 17.6s 1187: total: 1m 6s remaining: 17.5s 1188: total: 1m 6s remaining: 17.5s 1189: total: 1m 6s remaining: 17.4s 1190: total: 1m 6s remaining: 17.4s 1191: total: 1m 7s remaining: 17.3s 1192: total: 1m 7s remaining: 17.3s 1193: total: 1m 7s remaining: 17.2s 1194: total: 1m 7s remaining: 17.1s 1195: total: 1m 7s remaining: 17.1s 1196: total: 1m 7s remaining: 17s 1197: total: 1m 7s remaining: 17s 1198: total: 1m 7s remaining: 16.9s 1199: total: 1m 7s remaining: 16.9s 1200: total: 1m 7s remaining: 16.8s 1201: total: 1m 7s remaining: 16.7s 1202: total: 1m 7s remaining: 16.7s 1203: total: 1m 7s remaining: 16.6s 1204: total: 1m 7s remaining: 16.5s 1205: total: 1m 7s remaining: 16.5s 1206: total: 1m 7s remaining: 16.4s 1207: total: 1m 7s remaining: 16.4s 1208: total: 1m 7s remaining: 16.3s 1209: total: 1m 7s remaining: 16.3s 1210: total: 1m 7s remaining: 16.2s 1211: total: 1m 7s remaining: 16.1s 1212: total: 1m 8s remaining: 16.1s 1213: total: 1m 8s remaining: 16s 1214: total: 1m 8s remaining: 16s 1215: total: 1m 8s remaining: 15.9s 1216: total: 1m 8s remaining: 15.9s 1217: total: 1m 8s remaining: 15.8s 1218: total: 1m 8s remaining: 15.8s 1219: total: 1m 8s remaining: 15.7s 1220: total: 1m 8s remaining: 15.6s 1221: total: 1m 8s remaining: 15.6s 1222: total: 1m 8s remaining: 15.5s 1223: total: 1m 8s remaining: 15.5s 1224: total: 1m 8s remaining: 15.4s 1225: total: 1m 8s remaining: 15.3s 1226: total: 1m 8s remaining: 15.3s 1227: total: 1m 8s remaining: 15.2s 1228: total: 1m 8s remaining: 15.2s 1229: total: 1m 8s remaining: 15.1s 1230: total: 1m 8s remaining: 15s 1231: total: 1m 8s remaining: 15s 1232: total: 1m 8s remaining: 14.9s 1233: total: 1m 9s remaining: 14.9s 1234: total: 1m 9s remaining: 14.8s 1235: total: 1m 9s remaining: 14.8s 1236: total: 1m 9s remaining: 14.7s 1237: total: 1m 9s remaining: 14.7s 1238: total: 1m 9s remaining: 14.6s 1239: total: 1m 9s remaining: 14.5s 1240: total: 1m 9s remaining: 14.5s 1241: total: 1m 9s remaining: 14.4s 1242: total: 1m 9s remaining: 14.4s 1243: total: 1m 9s remaining: 14.3s 1244: total: 1m 9s remaining: 14.3s 1245: total: 1m 9s remaining: 14.2s 1246: total: 1m 9s remaining: 14.1s 1247: total: 1m 9s remaining: 14.1s 1248: total: 1m 9s remaining: 14s 1249: total: 1m 9s remaining: 14s 1250: total: 1m 9s remaining: 13.9s 1251: total: 1m 9s remaining: 13.9s 1252: total: 1m 9s remaining: 13.8s 1253: total: 1m 10s remaining: 13.7s 1254: total: 1m 10s remaining: 13.7s 1255: total: 1m 10s remaining: 13.6s 1256: total: 1m 10s remaining: 13.6s 1257: total: 1m 10s remaining: 13.5s 1258: total: 1m 10s remaining: 13.5s 1259: total: 1m 10s remaining: 13.4s 1260: total: 1m 10s remaining: 13.3s 1261: total: 1m 10s remaining: 13.3s 1262: total: 1m 10s remaining: 13.2s 1263: total: 1m 10s remaining: 13.2s 1264: total: 1m 10s remaining: 13.1s 1265: total: 1m 10s remaining: 13.1s 1266: total: 1m 10s remaining: 13s 1267: total: 1m 10s remaining: 12.9s 1268: total: 1m 10s remaining: 12.9s 1269: total: 1m 10s remaining: 12.8s 1270: total: 1m 10s remaining: 12.8s 1271: total: 1m 10s remaining: 12.7s 1272: total: 1m 10s remaining: 12.7s 1273: total: 1m 11s remaining: 12.6s 1274: total: 1m 11s remaining: 12.5s 1275: total: 1m 11s remaining: 12.5s 1276: total: 1m 11s remaining: 12.4s 1277: total: 1m 11s remaining: 12.4s 1278: total: 1m 11s remaining: 12.3s 1279: total: 1m 11s remaining: 12.3s 1280: total: 1m 11s remaining: 12.2s 1281: total: 1m 11s remaining: 12.1s 1282: total: 1m 11s remaining: 12.1s 1283: total: 1m 11s remaining: 12s 1284: total: 1m 11s remaining: 12s 1285: total: 1m 11s remaining: 11.9s 1286: total: 1m 11s remaining: 11.9s 1287: total: 1m 11s remaining: 11.8s 1288: total: 1m 11s remaining: 11.7s 1289: total: 1m 11s remaining: 11.7s 1290: total: 1m 11s remaining: 11.6s 1291: total: 1m 11s remaining: 11.6s 1292: total: 1m 11s remaining: 11.5s 1293: total: 1m 11s remaining: 11.4s 1294: total: 1m 12s remaining: 11.4s 1295: total: 1m 12s remaining: 11.3s 1296: total: 1m 12s remaining: 11.3s 1297: total: 1m 12s remaining: 11.2s 1298: total: 1m 12s remaining: 11.2s 1299: total: 1m 12s remaining: 11.1s 1300: total: 1m 12s remaining: 11.1s 1301: total: 1m 12s remaining: 11s 1302: total: 1m 12s remaining: 11s 1303: total: 1m 12s remaining: 10.9s 1304: total: 1m 12s remaining: 10.8s 1305: total: 1m 12s remaining: 10.8s 1306: total: 1m 12s remaining: 10.7s 1307: total: 1m 12s remaining: 10.7s 1308: total: 1m 12s remaining: 10.6s 1309: total: 1m 12s remaining: 10.6s 1310: total: 1m 12s remaining: 10.5s 1311: total: 1m 12s remaining: 10.4s 1312: total: 1m 12s remaining: 10.4s 1313: total: 1m 12s remaining: 10.3s 1314: total: 1m 13s remaining: 10.3s 1315: total: 1m 13s remaining: 10.2s 1316: total: 1m 13s remaining: 10.2s 1317: total: 1m 13s remaining: 10.1s 1318: total: 1m 13s remaining: 10s 1319: total: 1m 13s remaining: 9.99s 1320: total: 1m 13s remaining: 9.93s 1321: total: 1m 13s remaining: 9.87s 1322: total: 1m 13s remaining: 9.81s 1323: total: 1m 13s remaining: 9.76s 1324: total: 1m 13s remaining: 9.7s 1325: total: 1m 13s remaining: 9.65s 1326: total: 1m 13s remaining: 9.59s 1327: total: 1m 13s remaining: 9.53s 1328: total: 1m 13s remaining: 9.48s 1329: total: 1m 13s remaining: 9.42s 1330: total: 1m 13s remaining: 9.37s 1331: total: 1m 13s remaining: 9.31s 1332: total: 1m 13s remaining: 9.25s 1333: total: 1m 13s remaining: 9.2s 1334: total: 1m 13s remaining: 9.14s 1335: total: 1m 13s remaining: 9.08s 1336: total: 1m 14s remaining: 9.03s 1337: total: 1m 14s remaining: 8.97s 1338: total: 1m 14s remaining: 8.91s 1339: total: 1m 14s remaining: 8.86s 1340: total: 1m 14s remaining: 8.8s 1341: total: 1m 14s remaining: 8.74s 1342: total: 1m 14s remaining: 8.69s 1343: total: 1m 14s remaining: 8.63s 1344: total: 1m 14s remaining: 8.57s 1345: total: 1m 14s remaining: 8.52s 1346: total: 1m 14s remaining: 8.46s 1347: total: 1m 14s remaining: 8.41s 1348: total: 1m 14s remaining: 8.35s 1349: total: 1m 14s remaining: 8.3s 1350: total: 1m 14s remaining: 8.24s 1351: total: 1m 14s remaining: 8.19s 1352: total: 1m 14s remaining: 8.13s 1353: total: 1m 14s remaining: 8.07s 1354: total: 1m 14s remaining: 8.02s 1355: total: 1m 14s remaining: 7.96s 1356: total: 1m 14s remaining: 7.9s 1357: total: 1m 15s remaining: 7.85s 1358: total: 1m 15s remaining: 7.79s 1359: total: 1m 15s remaining: 7.74s 1360: total: 1m 15s remaining: 7.68s 1361: total: 1m 15s remaining: 7.62s 1362: total: 1m 15s remaining: 7.57s 1363: total: 1m 15s remaining: 7.51s 1364: total: 1m 15s remaining: 7.46s 1365: total: 1m 15s remaining: 7.4s 1366: total: 1m 15s remaining: 7.34s 1367: total: 1m 15s remaining: 7.28s 1368: total: 1m 15s remaining: 7.23s 1369: total: 1m 15s remaining: 7.17s 1370: total: 1m 15s remaining: 7.12s 1371: total: 1m 15s remaining: 7.06s 1372: total: 1m 15s remaining: 7s 1373: total: 1m 15s remaining: 6.95s 1374: total: 1m 15s remaining: 6.89s 1375: total: 1m 15s remaining: 6.84s 1376: total: 1m 15s remaining: 6.78s 1377: total: 1m 15s remaining: 6.73s 1378: total: 1m 16s remaining: 6.67s 1379: total: 1m 16s remaining: 6.62s 1380: total: 1m 16s remaining: 6.56s 1381: total: 1m 16s remaining: 6.51s 1382: total: 1m 16s remaining: 6.45s 1383: total: 1m 16s remaining: 6.39s 1384: total: 1m 16s remaining: 6.34s 1385: total: 1m 16s remaining: 6.28s 1386: total: 1m 16s remaining: 6.23s 1387: total: 1m 16s remaining: 6.17s 1388: total: 1m 16s remaining: 6.12s 1389: total: 1m 16s remaining: 6.06s 1390: total: 1m 16s remaining: 6.01s 1391: total: 1m 16s remaining: 5.95s 1392: total: 1m 16s remaining: 5.9s 1393: total: 1m 16s remaining: 5.84s 1394: total: 1m 16s remaining: 5.79s 1395: total: 1m 16s remaining: 5.73s 1396: total: 1m 17s remaining: 5.68s 1397: total: 1m 17s remaining: 5.62s 1398: total: 1m 17s remaining: 5.57s 1399: total: 1m 17s remaining: 5.51s 1400: total: 1m 17s remaining: 5.46s 1401: total: 1m 17s remaining: 5.4s 1402: total: 1m 17s remaining: 5.34s 1403: total: 1m 17s remaining: 5.29s 1404: total: 1m 17s remaining: 5.23s 1405: total: 1m 17s remaining: 5.18s 1406: total: 1m 17s remaining: 5.12s 1407: total: 1m 17s remaining: 5.07s 1408: total: 1m 17s remaining: 5.01s 1409: total: 1m 17s remaining: 4.96s 1410: total: 1m 17s remaining: 4.9s 1411: total: 1m 17s remaining: 4.84s 1412: total: 1m 17s remaining: 4.79s 1413: total: 1m 17s remaining: 4.74s 1414: total: 1m 17s remaining: 4.68s 1415: total: 1m 17s remaining: 4.62s 1416: total: 1m 18s remaining: 4.57s 1417: total: 1m 18s remaining: 4.51s 1418: total: 1m 18s remaining: 4.46s 1419: total: 1m 18s remaining: 4.4s 1420: total: 1m 18s remaining: 4.35s 1421: total: 1m 18s remaining: 4.29s 1422: total: 1m 18s remaining: 4.24s 1423: total: 1m 18s remaining: 4.18s 1424: total: 1m 18s remaining: 4.13s 1425: total: 1m 18s remaining: 4.07s 1426: total: 1m 18s remaining: 4.01s 1427: total: 1m 18s remaining: 3.96s 1428: total: 1m 18s remaining: 3.91s 1429: total: 1m 18s remaining: 3.85s 1430: total: 1m 18s remaining: 3.79s 1431: total: 1m 18s remaining: 3.74s 1432: total: 1m 18s remaining: 3.69s 1433: total: 1m 18s remaining: 3.63s 1434: total: 1m 18s remaining: 3.57s 1435: total: 1m 18s remaining: 3.52s 1436: total: 1m 19s remaining: 3.46s 1437: total: 1m 19s remaining: 3.41s 1438: total: 1m 19s remaining: 3.35s 1439: total: 1m 19s remaining: 3.3s 1440: total: 1m 19s remaining: 3.24s 1441: total: 1m 19s remaining: 3.19s 1442: total: 1m 19s remaining: 3.13s 1443: total: 1m 19s remaining: 3.08s 1444: total: 1m 19s remaining: 3.02s 1445: total: 1m 19s remaining: 2.97s 1446: total: 1m 19s remaining: 2.91s 1447: total: 1m 19s remaining: 2.86s 1448: total: 1m 19s remaining: 2.8s 1449: total: 1m 19s remaining: 2.75s 1450: total: 1m 19s remaining: 2.69s 1451: total: 1m 19s remaining: 2.64s 1452: total: 1m 19s remaining: 2.58s 1453: total: 1m 19s remaining: 2.53s 1454: total: 1m 19s remaining: 2.47s 1455: total: 1m 20s remaining: 2.42s 1456: total: 1m 20s remaining: 2.36s 1457: total: 1m 20s remaining: 2.31s 1458: total: 1m 20s remaining: 2.25s 1459: total: 1m 20s remaining: 2.2s 1460: total: 1m 20s remaining: 2.14s 1461: total: 1m 20s remaining: 2.09s 1462: total: 1m 20s remaining: 2.03s 1463: total: 1m 20s remaining: 1.98s 1464: total: 1m 20s remaining: 1.92s 1465: total: 1m 20s remaining: 1.87s 1466: total: 1m 20s remaining: 1.81s 1467: total: 1m 20s remaining: 1.76s 1468: total: 1m 20s remaining: 1.7s 1469: total: 1m 20s remaining: 1.65s 1470: total: 1m 20s remaining: 1.59s 1471: total: 1m 20s remaining: 1.54s 1472: total: 1m 20s remaining: 1.48s 1473: total: 1m 21s remaining: 1.43s 1474: total: 1m 21s remaining: 1.37s 1475: total: 1m 21s remaining: 1.32s 1476: total: 1m 21s remaining: 1.26s 1477: total: 1m 21s remaining: 1.21s 1478: total: 1m 21s remaining: 1.15s 1479: total: 1m 21s remaining: 1.1s 1480: total: 1m 21s remaining: 1.04s 1481: total: 1m 21s remaining: 989ms 1482: total: 1m 21s remaining: 934ms 1483: total: 1m 21s remaining: 879ms 1484: total: 1m 21s remaining: 824ms 1485: total: 1m 21s remaining: 769ms 1486: total: 1m 21s remaining: 714ms 1487: total: 1m 21s remaining: 659ms 1488: total: 1m 21s remaining: 604ms 1489: total: 1m 21s remaining: 549ms 1490: total: 1m 21s remaining: 494ms 1491: total: 1m 21s remaining: 440ms 1492: total: 1m 22s remaining: 385ms 1493: total: 1m 22s remaining: 330ms 1494: total: 1m 22s remaining: 275ms 1495: total: 1m 22s remaining: 220ms 1496: total: 1m 22s remaining: 165ms 1497: total: 1m 22s remaining: 110ms 1498: total: 1m 22s remaining: 55ms 1499: total: 1m 22s remaining: 0us [Voting] ...................... (4 of 4) Processing cat, total= 1.4min Voting Classifier Cross-Validation AUC-ROC: 0.93 Classifier with the best AUC-ROC: XG Boost
We used a pipeline to determine the best classifier to use. We used a standard scaler and SMOTE for preprocessing. The models with the best cross validation scores on the training set was the voting classifier and XG Boost. Therefore, we will implement the voting classifier and measure the model against the test data set.
# Ada pipeline feature importance
pipe_ada.fit(X_train, y_train)
ada_classifier = pipe_ada.named_steps['ada_classifier']
ada_importances = ada_classifier.feature_importances_
ada_indices = np.argsort(ada_importances)[::-1]
top_10_features = []
for f in range(10):
feature_index = ada_indices[f]
feature_name = X_train.columns[feature_index]
top_10_features.append((feature_name, ada_importances[feature_index]))
ada_top_10_df = pd.DataFrame(top_10_features, columns=['Feature', 'Importance'])
# ADA feature imprtance
fig1 = px.pie(ada_top_10_df, names='Feature', values='Importance', title='ADA Boost Feature Importance', template='ggplot2')
fig1
# fig1.write_html('figures/fig1.html')
# XG Boost pipeline feature importance
pipe_xg.fit(X_train, y_train)
xg_classifier = pipe_xg.named_steps['xg_classifier']
xg_importances = xg_classifier.feature_importances_
xg_indices = np.argsort(xg_importances)[::-1]
top_10_features = []
for f in range(10):
feature_index = xg_indices[f]
feature_name = X_train.columns[feature_index]
top_10_features.append((feature_name, xg_importances[feature_index]))
xg_top_10_df = pd.DataFrame(top_10_features, columns=['Feature', 'Importance'])
# XGB feature importance
fig2 = px.pie(xg_top_10_df, names='Feature', values='Importance', title='XG Boost Feature Importance', template='ggplot2')
fig2
# fig2.write_html('figures/fig2.html')
# Light GBM pipeline feature importance
pipe_lgbm.fit(X_train, y_train)
lg_classifier = pipe_lgbm.named_steps['lgbm_classifier']
lg_importances = lg_classifier.feature_importances_
lg_indices = np.argsort(lg_importances)[::-1]
top_10_features = []
for f in range(10):
feature_index = lg_indices[f]
feature_name = X_train.columns[feature_index]
top_10_features.append((feature_name, lg_importances[feature_index]))
lg_top_10_df = pd.DataFrame(top_10_features, columns=['Feature', 'Importance'])
c:\Users\XIX\anaconda3\lib\site-packages\lightgbm\engine.py:177: UserWarning: Found `num_boost_round` in params. Will use it instead of argument
[LightGBM] [Warning] num_iterations is set=500, num_boost_round=500 will be ignored. Current value: num_iterations=500
# LGBM feature importance
fig3 = px.pie(lg_top_10_df, names='Feature', values='Importance', title='Light GBM Feature Importance', template='ggplot2')
fig3
# fig3.write_html('figures/fig3.html')
# Gradient Boost pipeline feature importance
pipe_gb.fit(X_train, y_train)
gb_classifier = pipe_gb.named_steps['gb_classifier']
gb_importances = gb_classifier.feature_importances_
gb_indices = np.argsort(gb_importances)[::-1]
top_10_features = []
for f in range(10):
feature_index = gb_indices[f]
feature_name = X_train.columns[feature_index]
top_10_features.append((feature_name, gb_importances[feature_index]))
gb_top_10_df = pd.DataFrame(top_10_features, columns=['Feature', 'Importance'])
# gb feature importance
fig4 = px.pie(gb_top_10_df, names='Feature', values='Importance', title='Gradient Boost Feature Importance', template='ggplot2')
fig4
# fig4.write_html('figures/fig4.html')
# Cat Boost pipeline feature importance
pipe_cat.fit(X_train, y_train)
cat_classifier = pipe_cat.named_steps['cat_classifier']
cat_importances = cat_classifier.feature_importances_
cat_indices = np.argsort(cat_importances)[::-1]
top_10_features = []
for f in range(10):
feature_index = cat_indices[f]
feature_name = X_train.columns[feature_index]
top_10_features.append((feature_name, cat_importances[feature_index]))
cat_top_10_df = pd.DataFrame(top_10_features, columns=['Feature', 'Importance'])
Learning rate set to 0.020944 0: total: 58.7ms remaining: 1m 28s 1: total: 124ms remaining: 1m 32s 2: total: 188ms remaining: 1m 33s
Default metric period is 5 because AUC is/are not implemented for GPU
3: total: 248ms remaining: 1m 32s 4: total: 311ms remaining: 1m 32s 5: total: 374ms remaining: 1m 33s 6: total: 440ms remaining: 1m 33s 7: total: 504ms remaining: 1m 33s 8: total: 568ms remaining: 1m 34s 9: total: 634ms remaining: 1m 34s 10: total: 696ms remaining: 1m 34s 11: total: 765ms remaining: 1m 34s 12: total: 824ms remaining: 1m 34s 13: total: 889ms remaining: 1m 34s 14: total: 947ms remaining: 1m 33s 15: total: 1.01s remaining: 1m 33s 16: total: 1.08s remaining: 1m 34s 17: total: 1.15s remaining: 1m 34s 18: total: 1.21s remaining: 1m 34s 19: total: 1.27s remaining: 1m 34s 20: total: 1.33s remaining: 1m 34s 21: total: 1.4s remaining: 1m 33s 22: total: 1.46s remaining: 1m 33s 23: total: 1.52s remaining: 1m 33s 24: total: 1.59s remaining: 1m 33s 25: total: 1.66s remaining: 1m 33s 26: total: 1.72s remaining: 1m 34s 27: total: 1.79s remaining: 1m 33s 28: total: 1.85s remaining: 1m 33s 29: total: 1.92s remaining: 1m 33s 30: total: 1.98s remaining: 1m 33s 31: total: 2.04s remaining: 1m 33s 32: total: 2.11s remaining: 1m 33s 33: total: 2.18s remaining: 1m 33s 34: total: 2.24s remaining: 1m 33s 35: total: 2.31s remaining: 1m 33s 36: total: 2.37s remaining: 1m 33s 37: total: 2.44s remaining: 1m 33s 38: total: 2.5s remaining: 1m 33s 39: total: 2.56s remaining: 1m 33s 40: total: 2.63s remaining: 1m 33s 41: total: 2.69s remaining: 1m 33s 42: total: 2.76s remaining: 1m 33s 43: total: 2.82s remaining: 1m 33s 44: total: 2.88s remaining: 1m 33s 45: total: 2.94s remaining: 1m 33s 46: total: 3.01s remaining: 1m 32s 47: total: 3.07s remaining: 1m 32s 48: total: 3.13s remaining: 1m 32s 49: total: 3.19s remaining: 1m 32s 50: total: 3.25s remaining: 1m 32s 51: total: 3.31s remaining: 1m 32s 52: total: 3.38s remaining: 1m 32s 53: total: 3.44s remaining: 1m 32s 54: total: 3.51s remaining: 1m 32s 55: total: 3.58s remaining: 1m 32s 56: total: 3.64s remaining: 1m 32s 57: total: 3.71s remaining: 1m 32s 58: total: 3.79s remaining: 1m 32s 59: total: 3.85s remaining: 1m 32s 60: total: 3.93s remaining: 1m 32s 61: total: 4s remaining: 1m 32s 62: total: 4.07s remaining: 1m 32s 63: total: 4.14s remaining: 1m 32s 64: total: 4.21s remaining: 1m 32s 65: total: 4.27s remaining: 1m 32s 66: total: 4.33s remaining: 1m 32s 67: total: 4.4s remaining: 1m 32s 68: total: 4.46s remaining: 1m 32s 69: total: 4.52s remaining: 1m 32s 70: total: 4.59s remaining: 1m 32s 71: total: 4.65s remaining: 1m 32s 72: total: 4.71s remaining: 1m 32s 73: total: 4.77s remaining: 1m 31s 74: total: 4.83s remaining: 1m 31s 75: total: 4.89s remaining: 1m 31s 76: total: 4.95s remaining: 1m 31s 77: total: 5.02s remaining: 1m 31s 78: total: 5.09s remaining: 1m 31s 79: total: 5.15s remaining: 1m 31s 80: total: 5.23s remaining: 1m 31s 81: total: 5.29s remaining: 1m 31s 82: total: 5.35s remaining: 1m 31s 83: total: 5.41s remaining: 1m 31s 84: total: 5.47s remaining: 1m 31s 85: total: 5.53s remaining: 1m 30s 86: total: 5.6s remaining: 1m 30s 87: total: 5.66s remaining: 1m 30s 88: total: 5.72s remaining: 1m 30s 89: total: 5.78s remaining: 1m 30s 90: total: 5.84s remaining: 1m 30s 91: total: 5.89s remaining: 1m 30s 92: total: 5.95s remaining: 1m 30s 93: total: 6.01s remaining: 1m 29s 94: total: 6.07s remaining: 1m 29s 95: total: 6.13s remaining: 1m 29s 96: total: 6.18s remaining: 1m 29s 97: total: 6.24s remaining: 1m 29s 98: total: 6.3s remaining: 1m 29s 99: total: 6.36s remaining: 1m 28s 100: total: 6.42s remaining: 1m 28s 101: total: 6.48s remaining: 1m 28s 102: total: 6.6s remaining: 1m 29s 103: total: 6.65s remaining: 1m 29s 104: total: 6.71s remaining: 1m 29s 105: total: 6.77s remaining: 1m 29s 106: total: 6.83s remaining: 1m 28s 107: total: 6.89s remaining: 1m 28s 108: total: 6.94s remaining: 1m 28s 109: total: 7s remaining: 1m 28s 110: total: 7.06s remaining: 1m 28s 111: total: 7.11s remaining: 1m 28s 112: total: 7.17s remaining: 1m 28s 113: total: 7.22s remaining: 1m 27s 114: total: 7.28s remaining: 1m 27s 115: total: 7.33s remaining: 1m 27s 116: total: 7.39s remaining: 1m 27s 117: total: 7.45s remaining: 1m 27s 118: total: 7.5s remaining: 1m 27s 119: total: 7.56s remaining: 1m 26s 120: total: 7.62s remaining: 1m 26s 121: total: 7.68s remaining: 1m 26s 122: total: 7.74s remaining: 1m 26s 123: total: 7.79s remaining: 1m 26s 124: total: 7.85s remaining: 1m 26s 125: total: 7.91s remaining: 1m 26s 126: total: 7.96s remaining: 1m 26s 127: total: 8.02s remaining: 1m 25s 128: total: 8.07s remaining: 1m 25s 129: total: 8.13s remaining: 1m 25s 130: total: 8.18s remaining: 1m 25s 131: total: 8.24s remaining: 1m 25s 132: total: 8.29s remaining: 1m 25s 133: total: 8.35s remaining: 1m 25s 134: total: 8.41s remaining: 1m 25s 135: total: 8.46s remaining: 1m 24s 136: total: 8.52s remaining: 1m 24s 137: total: 8.58s remaining: 1m 24s 138: total: 8.64s remaining: 1m 24s 139: total: 8.7s remaining: 1m 24s 140: total: 8.75s remaining: 1m 24s 141: total: 8.81s remaining: 1m 24s 142: total: 8.87s remaining: 1m 24s 143: total: 8.93s remaining: 1m 24s 144: total: 8.98s remaining: 1m 23s 145: total: 9.04s remaining: 1m 23s 146: total: 9.09s remaining: 1m 23s 147: total: 9.15s remaining: 1m 23s 148: total: 9.21s remaining: 1m 23s 149: total: 9.26s remaining: 1m 23s 150: total: 9.32s remaining: 1m 23s 151: total: 9.38s remaining: 1m 23s 152: total: 9.44s remaining: 1m 23s 153: total: 9.49s remaining: 1m 22s 154: total: 9.55s remaining: 1m 22s 155: total: 9.61s remaining: 1m 22s 156: total: 9.66s remaining: 1m 22s 157: total: 9.71s remaining: 1m 22s 158: total: 9.77s remaining: 1m 22s 159: total: 9.82s remaining: 1m 22s 160: total: 9.88s remaining: 1m 22s 161: total: 9.94s remaining: 1m 22s 162: total: 9.99s remaining: 1m 21s 163: total: 10s remaining: 1m 21s 164: total: 10.1s remaining: 1m 21s 165: total: 10.1s remaining: 1m 21s 166: total: 10.2s remaining: 1m 21s 167: total: 10.3s remaining: 1m 21s 168: total: 10.3s remaining: 1m 21s 169: total: 10.4s remaining: 1m 21s 170: total: 10.4s remaining: 1m 21s 171: total: 10.5s remaining: 1m 20s 172: total: 10.5s remaining: 1m 20s 173: total: 10.6s remaining: 1m 20s 174: total: 10.7s remaining: 1m 20s 175: total: 10.7s remaining: 1m 20s 176: total: 10.8s remaining: 1m 20s 177: total: 10.8s remaining: 1m 20s 178: total: 10.9s remaining: 1m 20s 179: total: 11s remaining: 1m 20s 180: total: 11s remaining: 1m 20s 181: total: 11.1s remaining: 1m 20s 182: total: 11.1s remaining: 1m 20s 183: total: 11.2s remaining: 1m 19s 184: total: 11.2s remaining: 1m 19s 185: total: 11.3s remaining: 1m 19s 186: total: 11.4s remaining: 1m 19s 187: total: 11.5s remaining: 1m 19s 188: total: 11.5s remaining: 1m 19s 189: total: 11.6s remaining: 1m 19s 190: total: 11.6s remaining: 1m 19s 191: total: 11.7s remaining: 1m 19s 192: total: 11.8s remaining: 1m 19s 193: total: 11.8s remaining: 1m 19s 194: total: 11.9s remaining: 1m 19s 195: total: 11.9s remaining: 1m 19s 196: total: 12s remaining: 1m 19s 197: total: 12.1s remaining: 1m 19s 198: total: 12.1s remaining: 1m 19s 199: total: 12.2s remaining: 1m 19s 200: total: 12.2s remaining: 1m 19s 201: total: 12.3s remaining: 1m 18s 202: total: 12.3s remaining: 1m 18s 203: total: 12.4s remaining: 1m 18s 204: total: 12.4s remaining: 1m 18s 205: total: 12.5s remaining: 1m 18s 206: total: 12.6s remaining: 1m 18s 207: total: 12.6s remaining: 1m 18s 208: total: 12.7s remaining: 1m 18s 209: total: 12.7s remaining: 1m 18s 210: total: 12.8s remaining: 1m 18s 211: total: 12.9s remaining: 1m 18s 212: total: 12.9s remaining: 1m 18s 213: total: 13s remaining: 1m 17s 214: total: 13s remaining: 1m 17s 215: total: 13.1s remaining: 1m 17s 216: total: 13.1s remaining: 1m 17s 217: total: 13.2s remaining: 1m 17s 218: total: 13.2s remaining: 1m 17s 219: total: 13.3s remaining: 1m 17s 220: total: 13.4s remaining: 1m 17s 221: total: 13.4s remaining: 1m 17s 222: total: 13.5s remaining: 1m 17s 223: total: 13.5s remaining: 1m 17s 224: total: 13.6s remaining: 1m 16s 225: total: 13.6s remaining: 1m 16s 226: total: 13.7s remaining: 1m 16s 227: total: 13.7s remaining: 1m 16s 228: total: 13.8s remaining: 1m 16s 229: total: 13.9s remaining: 1m 16s 230: total: 13.9s remaining: 1m 16s 231: total: 14s remaining: 1m 16s 232: total: 14s remaining: 1m 16s 233: total: 14.1s remaining: 1m 16s 234: total: 14.1s remaining: 1m 16s 235: total: 14.2s remaining: 1m 16s 236: total: 14.2s remaining: 1m 15s 237: total: 14.3s remaining: 1m 15s 238: total: 14.4s remaining: 1m 15s 239: total: 14.4s remaining: 1m 15s 240: total: 14.5s remaining: 1m 15s 241: total: 14.5s remaining: 1m 15s 242: total: 14.6s remaining: 1m 15s 243: total: 14.6s remaining: 1m 15s 244: total: 14.7s remaining: 1m 15s 245: total: 14.8s remaining: 1m 15s 246: total: 14.8s remaining: 1m 15s 247: total: 14.9s remaining: 1m 15s 248: total: 14.9s remaining: 1m 14s 249: total: 15s remaining: 1m 14s 250: total: 15s remaining: 1m 14s 251: total: 15.1s remaining: 1m 14s 252: total: 15.2s remaining: 1m 14s 253: total: 15.2s remaining: 1m 14s 254: total: 15.3s remaining: 1m 14s 255: total: 15.3s remaining: 1m 14s 256: total: 15.4s remaining: 1m 14s 257: total: 15.4s remaining: 1m 14s 258: total: 15.5s remaining: 1m 14s 259: total: 15.6s remaining: 1m 14s 260: total: 15.6s remaining: 1m 14s 261: total: 15.7s remaining: 1m 14s 262: total: 15.7s remaining: 1m 14s 263: total: 15.8s remaining: 1m 13s 264: total: 15.8s remaining: 1m 13s 265: total: 15.9s remaining: 1m 13s 266: total: 16s remaining: 1m 13s 267: total: 16s remaining: 1m 13s 268: total: 16.1s remaining: 1m 13s 269: total: 16.2s remaining: 1m 13s 270: total: 16.2s remaining: 1m 13s 271: total: 16.3s remaining: 1m 13s 272: total: 16.3s remaining: 1m 13s 273: total: 16.4s remaining: 1m 13s 274: total: 16.5s remaining: 1m 13s 275: total: 16.5s remaining: 1m 13s 276: total: 16.6s remaining: 1m 13s 277: total: 16.6s remaining: 1m 13s 278: total: 16.7s remaining: 1m 13s 279: total: 16.8s remaining: 1m 13s 280: total: 16.8s remaining: 1m 12s 281: total: 16.9s remaining: 1m 12s 282: total: 17s remaining: 1m 12s 283: total: 17s remaining: 1m 12s 284: total: 17.1s remaining: 1m 12s 285: total: 17.1s remaining: 1m 12s 286: total: 17.2s remaining: 1m 12s 287: total: 17.3s remaining: 1m 12s 288: total: 17.3s remaining: 1m 12s 289: total: 17.4s remaining: 1m 12s 290: total: 17.4s remaining: 1m 12s 291: total: 17.5s remaining: 1m 12s 292: total: 17.6s remaining: 1m 12s 293: total: 17.6s remaining: 1m 12s 294: total: 17.7s remaining: 1m 12s 295: total: 17.8s remaining: 1m 12s 296: total: 17.8s remaining: 1m 12s 297: total: 17.9s remaining: 1m 12s 298: total: 18s remaining: 1m 12s 299: total: 18.1s remaining: 1m 12s 300: total: 18.1s remaining: 1m 12s 301: total: 18.2s remaining: 1m 12s 302: total: 18.2s remaining: 1m 12s 303: total: 18.3s remaining: 1m 12s 304: total: 18.4s remaining: 1m 11s 305: total: 18.4s remaining: 1m 11s 306: total: 18.5s remaining: 1m 11s 307: total: 18.6s remaining: 1m 11s 308: total: 18.6s remaining: 1m 11s 309: total: 18.7s remaining: 1m 11s 310: total: 18.8s remaining: 1m 11s 311: total: 18.8s remaining: 1m 11s 312: total: 18.9s remaining: 1m 11s 313: total: 19s remaining: 1m 11s 314: total: 19s remaining: 1m 11s 315: total: 19.1s remaining: 1m 11s 316: total: 19.1s remaining: 1m 11s 317: total: 19.2s remaining: 1m 11s 318: total: 19.3s remaining: 1m 11s 319: total: 19.3s remaining: 1m 11s 320: total: 19.4s remaining: 1m 11s 321: total: 19.4s remaining: 1m 11s 322: total: 19.5s remaining: 1m 11s 323: total: 19.6s remaining: 1m 10s 324: total: 19.6s remaining: 1m 10s 325: total: 19.7s remaining: 1m 10s 326: total: 19.7s remaining: 1m 10s 327: total: 19.8s remaining: 1m 10s 328: total: 19.9s remaining: 1m 10s 329: total: 19.9s remaining: 1m 10s 330: total: 20s remaining: 1m 10s 331: total: 20s remaining: 1m 10s 332: total: 20.1s remaining: 1m 10s 333: total: 20.2s remaining: 1m 10s 334: total: 20.2s remaining: 1m 10s 335: total: 20.3s remaining: 1m 10s 336: total: 20.4s remaining: 1m 10s 337: total: 20.4s remaining: 1m 10s 338: total: 20.5s remaining: 1m 10s 339: total: 20.5s remaining: 1m 10s 340: total: 20.6s remaining: 1m 10s 341: total: 20.7s remaining: 1m 9s 342: total: 20.7s remaining: 1m 9s 343: total: 20.8s remaining: 1m 9s 344: total: 20.9s remaining: 1m 9s 345: total: 20.9s remaining: 1m 9s 346: total: 21s remaining: 1m 9s 347: total: 21s remaining: 1m 9s 348: total: 21.1s remaining: 1m 9s 349: total: 21.2s remaining: 1m 9s 350: total: 21.2s remaining: 1m 9s 351: total: 21.3s remaining: 1m 9s 352: total: 21.3s remaining: 1m 9s 353: total: 21.4s remaining: 1m 9s 354: total: 21.4s remaining: 1m 9s 355: total: 21.5s remaining: 1m 9s 356: total: 21.6s remaining: 1m 9s 357: total: 21.6s remaining: 1m 8s 358: total: 21.7s remaining: 1m 8s 359: total: 21.7s remaining: 1m 8s 360: total: 21.8s remaining: 1m 8s 361: total: 21.8s remaining: 1m 8s 362: total: 21.9s remaining: 1m 8s 363: total: 22s remaining: 1m 8s 364: total: 22s remaining: 1m 8s 365: total: 22.1s remaining: 1m 8s 366: total: 22.1s remaining: 1m 8s 367: total: 22.2s remaining: 1m 8s 368: total: 22.2s remaining: 1m 8s 369: total: 22.3s remaining: 1m 8s 370: total: 22.3s remaining: 1m 7s 371: total: 22.4s remaining: 1m 7s 372: total: 22.5s remaining: 1m 7s 373: total: 22.5s remaining: 1m 7s 374: total: 22.6s remaining: 1m 7s 375: total: 22.6s remaining: 1m 7s 376: total: 22.7s remaining: 1m 7s 377: total: 22.7s remaining: 1m 7s 378: total: 22.8s remaining: 1m 7s 379: total: 22.8s remaining: 1m 7s 380: total: 22.9s remaining: 1m 7s 381: total: 22.9s remaining: 1m 7s 382: total: 23s remaining: 1m 7s 383: total: 23s remaining: 1m 6s 384: total: 23.1s remaining: 1m 6s 385: total: 23.1s remaining: 1m 6s 386: total: 23.2s remaining: 1m 6s 387: total: 23.3s remaining: 1m 6s 388: total: 23.3s remaining: 1m 6s 389: total: 23.4s remaining: 1m 6s 390: total: 23.4s remaining: 1m 6s 391: total: 23.5s remaining: 1m 6s 392: total: 23.6s remaining: 1m 6s 393: total: 23.6s remaining: 1m 6s 394: total: 23.7s remaining: 1m 6s 395: total: 23.7s remaining: 1m 6s 396: total: 23.8s remaining: 1m 6s 397: total: 23.9s remaining: 1m 6s 398: total: 23.9s remaining: 1m 5s 399: total: 24s remaining: 1m 5s 400: total: 24s remaining: 1m 5s 401: total: 24.1s remaining: 1m 5s 402: total: 24.1s remaining: 1m 5s 403: total: 24.2s remaining: 1m 5s 404: total: 24.2s remaining: 1m 5s 405: total: 24.3s remaining: 1m 5s 406: total: 24.3s remaining: 1m 5s 407: total: 24.4s remaining: 1m 5s 408: total: 24.5s remaining: 1m 5s 409: total: 24.5s remaining: 1m 5s 410: total: 24.6s remaining: 1m 5s 411: total: 24.6s remaining: 1m 5s 412: total: 24.7s remaining: 1m 4s 413: total: 24.7s remaining: 1m 4s 414: total: 24.8s remaining: 1m 4s 415: total: 24.8s remaining: 1m 4s 416: total: 24.9s remaining: 1m 4s 417: total: 25s remaining: 1m 4s 418: total: 25s remaining: 1m 4s 419: total: 25.1s remaining: 1m 4s 420: total: 25.1s remaining: 1m 4s 421: total: 25.2s remaining: 1m 4s 422: total: 25.3s remaining: 1m 4s 423: total: 25.3s remaining: 1m 4s 424: total: 25.4s remaining: 1m 4s 425: total: 25.5s remaining: 1m 4s 426: total: 25.6s remaining: 1m 4s 427: total: 25.6s remaining: 1m 4s 428: total: 25.7s remaining: 1m 4s 429: total: 25.8s remaining: 1m 4s 430: total: 25.9s remaining: 1m 4s 431: total: 25.9s remaining: 1m 4s 432: total: 26s remaining: 1m 4s 433: total: 26.1s remaining: 1m 4s 434: total: 26.1s remaining: 1m 4s 435: total: 26.2s remaining: 1m 3s 436: total: 26.3s remaining: 1m 3s 437: total: 26.3s remaining: 1m 3s 438: total: 26.4s remaining: 1m 3s 439: total: 26.4s remaining: 1m 3s 440: total: 26.5s remaining: 1m 3s 441: total: 26.6s remaining: 1m 3s 442: total: 26.6s remaining: 1m 3s 443: total: 26.7s remaining: 1m 3s 444: total: 26.7s remaining: 1m 3s 445: total: 26.8s remaining: 1m 3s 446: total: 26.9s remaining: 1m 3s 447: total: 26.9s remaining: 1m 3s 448: total: 27s remaining: 1m 3s 449: total: 27s remaining: 1m 3s 450: total: 27.1s remaining: 1m 2s 451: total: 27.1s remaining: 1m 2s 452: total: 27.2s remaining: 1m 2s 453: total: 27.2s remaining: 1m 2s 454: total: 27.3s remaining: 1m 2s 455: total: 27.4s remaining: 1m 2s 456: total: 27.4s remaining: 1m 2s 457: total: 27.5s remaining: 1m 2s 458: total: 27.5s remaining: 1m 2s 459: total: 27.6s remaining: 1m 2s 460: total: 27.6s remaining: 1m 2s 461: total: 27.7s remaining: 1m 2s 462: total: 27.7s remaining: 1m 2s 463: total: 27.8s remaining: 1m 2s 464: total: 27.8s remaining: 1m 1s 465: total: 27.9s remaining: 1m 1s 466: total: 28s remaining: 1m 1s 467: total: 28s remaining: 1m 1s 468: total: 28s remaining: 1m 1s 469: total: 28.1s remaining: 1m 1s 470: total: 28.2s remaining: 1m 1s 471: total: 28.2s remaining: 1m 1s 472: total: 28.3s remaining: 1m 1s 473: total: 28.3s remaining: 1m 1s 474: total: 28.4s remaining: 1m 1s 475: total: 28.4s remaining: 1m 1s 476: total: 28.5s remaining: 1m 1s 477: total: 28.5s remaining: 1m 1s 478: total: 28.6s remaining: 1m 479: total: 28.7s remaining: 1m 480: total: 28.7s remaining: 1m 481: total: 28.8s remaining: 1m 482: total: 28.8s remaining: 1m 483: total: 28.9s remaining: 1m 484: total: 28.9s remaining: 1m 485: total: 29s remaining: 1m 486: total: 29s remaining: 1m 487: total: 29.1s remaining: 1m 488: total: 29.1s remaining: 1m 489: total: 29.2s remaining: 1m 490: total: 29.3s remaining: 1m 491: total: 29.3s remaining: 1m 492: total: 29.4s remaining: 60s 493: total: 29.4s remaining: 59.9s 494: total: 29.5s remaining: 59.8s 495: total: 29.5s remaining: 59.7s 496: total: 29.6s remaining: 59.7s 497: total: 29.7s remaining: 59.7s 498: total: 29.7s remaining: 59.6s 499: total: 29.8s remaining: 59.5s 500: total: 29.8s remaining: 59.5s 501: total: 29.9s remaining: 59.4s 502: total: 29.9s remaining: 59.3s 503: total: 30s remaining: 59.3s 504: total: 30s remaining: 59.2s 505: total: 30.1s remaining: 59.1s 506: total: 30.2s remaining: 59.1s 507: total: 30.2s remaining: 59s 508: total: 30.3s remaining: 58.9s 509: total: 30.3s remaining: 58.9s 510: total: 30.4s remaining: 58.8s 511: total: 30.4s remaining: 58.7s 512: total: 30.5s remaining: 58.7s 513: total: 30.6s remaining: 58.6s 514: total: 30.6s remaining: 58.6s 515: total: 30.7s remaining: 58.5s 516: total: 30.7s remaining: 58.4s 517: total: 30.8s remaining: 58.4s 518: total: 30.8s remaining: 58.3s 519: total: 30.9s remaining: 58.2s 520: total: 31s remaining: 58.2s 521: total: 31s remaining: 58.1s 522: total: 31.1s remaining: 58s 523: total: 31.1s remaining: 58s 524: total: 31.2s remaining: 57.9s 525: total: 31.2s remaining: 57.9s 526: total: 31.3s remaining: 57.8s 527: total: 31.4s remaining: 57.7s 528: total: 31.4s remaining: 57.7s 529: total: 31.5s remaining: 57.6s 530: total: 31.5s remaining: 57.5s 531: total: 31.6s remaining: 57.5s 532: total: 31.6s remaining: 57.4s 533: total: 31.7s remaining: 57.3s 534: total: 31.7s remaining: 57.2s 535: total: 31.8s remaining: 57.2s 536: total: 31.9s remaining: 57.1s 537: total: 31.9s remaining: 57.1s 538: total: 32s remaining: 57s 539: total: 32s remaining: 57s 540: total: 32.1s remaining: 56.9s 541: total: 32.2s remaining: 56.8s 542: total: 32.2s remaining: 56.8s 543: total: 32.3s remaining: 56.7s 544: total: 32.3s remaining: 56.7s 545: total: 32.4s remaining: 56.6s 546: total: 32.5s remaining: 56.5s 547: total: 32.5s remaining: 56.5s 548: total: 32.6s remaining: 56.4s 549: total: 32.6s remaining: 56.4s 550: total: 32.7s remaining: 56.3s 551: total: 32.8s remaining: 56.3s 552: total: 32.8s remaining: 56.2s 553: total: 32.9s remaining: 56.2s 554: total: 32.9s remaining: 56.1s 555: total: 33s remaining: 56s 556: total: 33.1s remaining: 56s 557: total: 33.1s remaining: 56s 558: total: 33.2s remaining: 55.9s 559: total: 33.3s remaining: 55.8s 560: total: 33.3s remaining: 55.8s 561: total: 33.4s remaining: 55.7s 562: total: 33.5s remaining: 55.7s 563: total: 33.5s remaining: 55.6s 564: total: 33.6s remaining: 55.6s 565: total: 33.6s remaining: 55.5s 566: total: 33.7s remaining: 55.5s 567: total: 33.8s remaining: 55.4s 568: total: 33.8s remaining: 55.3s 569: total: 33.9s remaining: 55.3s 570: total: 33.9s remaining: 55.2s 571: total: 34s remaining: 55.2s 572: total: 34.1s remaining: 55.1s 573: total: 34.1s remaining: 55s 574: total: 34.2s remaining: 55s 575: total: 34.2s remaining: 54.9s 576: total: 34.3s remaining: 54.9s 577: total: 34.4s remaining: 54.8s 578: total: 34.4s remaining: 54.8s 579: total: 34.5s remaining: 54.7s 580: total: 34.5s remaining: 54.6s 581: total: 34.6s remaining: 54.6s 582: total: 34.7s remaining: 54.5s 583: total: 34.7s remaining: 54.5s 584: total: 34.8s remaining: 54.4s 585: total: 34.9s remaining: 54.4s 586: total: 34.9s remaining: 54.3s 587: total: 35s remaining: 54.2s 588: total: 35s remaining: 54.2s 589: total: 35.1s remaining: 54.1s 590: total: 35.1s remaining: 54s 591: total: 35.2s remaining: 54s 592: total: 35.3s remaining: 53.9s 593: total: 35.3s remaining: 53.9s 594: total: 35.4s remaining: 53.8s 595: total: 35.4s remaining: 53.8s 596: total: 35.5s remaining: 53.7s 597: total: 35.6s remaining: 53.6s 598: total: 35.6s remaining: 53.6s 599: total: 35.7s remaining: 53.5s 600: total: 35.8s remaining: 53.5s 601: total: 35.8s remaining: 53.4s 602: total: 35.9s remaining: 53.4s 603: total: 35.9s remaining: 53.3s 604: total: 36s remaining: 53.2s 605: total: 36.1s remaining: 53.2s 606: total: 36.1s remaining: 53.1s 607: total: 36.2s remaining: 53.1s 608: total: 36.3s remaining: 53s 609: total: 36.3s remaining: 53s 610: total: 36.4s remaining: 52.9s 611: total: 36.4s remaining: 52.9s 612: total: 36.5s remaining: 52.8s 613: total: 36.6s remaining: 52.8s 614: total: 36.6s remaining: 52.7s 615: total: 36.7s remaining: 52.6s 616: total: 36.7s remaining: 52.6s 617: total: 36.8s remaining: 52.5s 618: total: 36.9s remaining: 52.5s 619: total: 36.9s remaining: 52.4s 620: total: 37s remaining: 52.4s 621: total: 37s remaining: 52.3s 622: total: 37.1s remaining: 52.2s 623: total: 37.2s remaining: 52.2s 624: total: 37.3s remaining: 52.2s 625: total: 37.3s remaining: 52.1s 626: total: 37.4s remaining: 52s 627: total: 37.5s remaining: 52s 628: total: 37.5s remaining: 52s 629: total: 37.6s remaining: 51.9s 630: total: 37.7s remaining: 51.9s 631: total: 37.8s remaining: 51.9s 632: total: 37.9s remaining: 51.9s 633: total: 37.9s remaining: 51.8s 634: total: 38s remaining: 51.8s 635: total: 38.1s remaining: 51.7s 636: total: 38.1s remaining: 51.7s 637: total: 38.2s remaining: 51.6s 638: total: 38.3s remaining: 51.6s 639: total: 38.3s remaining: 51.5s 640: total: 38.4s remaining: 51.5s 641: total: 38.5s remaining: 51.4s 642: total: 38.5s remaining: 51.4s 643: total: 38.6s remaining: 51.3s 644: total: 38.7s remaining: 51.3s 645: total: 38.7s remaining: 51.2s 646: total: 38.8s remaining: 51.1s 647: total: 38.8s remaining: 51.1s 648: total: 38.9s remaining: 51s 649: total: 39s remaining: 51s 650: total: 39s remaining: 50.9s 651: total: 39.1s remaining: 50.8s 652: total: 39.1s remaining: 50.8s 653: total: 39.2s remaining: 50.7s 654: total: 39.2s remaining: 50.6s 655: total: 39.3s remaining: 50.6s 656: total: 39.4s remaining: 50.5s 657: total: 39.4s remaining: 50.4s 658: total: 39.4s remaining: 50.3s 659: total: 39.5s remaining: 50.3s 660: total: 39.6s remaining: 50.2s 661: total: 39.6s remaining: 50.1s 662: total: 39.7s remaining: 50.1s 663: total: 39.7s remaining: 50s 664: total: 39.8s remaining: 50s 665: total: 39.8s remaining: 49.9s 666: total: 39.9s remaining: 49.8s 667: total: 40s remaining: 49.8s 668: total: 40s remaining: 49.7s 669: total: 40.1s remaining: 49.6s 670: total: 40.1s remaining: 49.6s 671: total: 40.2s remaining: 49.5s 672: total: 40.2s remaining: 49.5s 673: total: 40.3s remaining: 49.4s 674: total: 40.4s remaining: 49.3s 675: total: 40.4s remaining: 49.3s 676: total: 40.5s remaining: 49.2s 677: total: 40.5s remaining: 49.1s 678: total: 40.6s remaining: 49.1s 679: total: 40.7s remaining: 49s 680: total: 40.7s remaining: 49s 681: total: 40.8s remaining: 49s 682: total: 40.9s remaining: 48.9s 683: total: 40.9s remaining: 48.8s 684: total: 41s remaining: 48.8s 685: total: 41.1s remaining: 48.7s 686: total: 41.1s remaining: 48.7s 687: total: 41.2s remaining: 48.6s 688: total: 41.2s remaining: 48.5s 689: total: 41.3s remaining: 48.5s 690: total: 41.3s remaining: 48.4s 691: total: 41.4s remaining: 48.3s 692: total: 41.4s remaining: 48.3s 693: total: 41.5s remaining: 48.2s 694: total: 41.5s remaining: 48.1s 695: total: 41.6s remaining: 48.1s 696: total: 41.7s remaining: 48s 697: total: 41.7s remaining: 47.9s 698: total: 41.8s remaining: 47.9s 699: total: 41.8s remaining: 47.8s 700: total: 41.9s remaining: 47.7s 701: total: 41.9s remaining: 47.7s 702: total: 42s remaining: 47.6s 703: total: 42s remaining: 47.5s 704: total: 42.1s remaining: 47.5s 705: total: 42.2s remaining: 47.4s 706: total: 42.2s remaining: 47.3s 707: total: 42.3s remaining: 47.3s 708: total: 42.3s remaining: 47.2s 709: total: 42.4s remaining: 47.1s 710: total: 42.4s remaining: 47.1s 711: total: 42.5s remaining: 47s 712: total: 42.5s remaining: 47s 713: total: 42.6s remaining: 46.9s 714: total: 42.6s remaining: 46.8s 715: total: 42.7s remaining: 46.8s 716: total: 42.8s remaining: 46.7s 717: total: 42.8s remaining: 46.6s 718: total: 42.9s remaining: 46.6s 719: total: 42.9s remaining: 46.5s 720: total: 43s remaining: 46.4s 721: total: 43s remaining: 46.4s 722: total: 43.1s remaining: 46.3s 723: total: 43.1s remaining: 46.2s 724: total: 43.2s remaining: 46.2s 725: total: 43.2s remaining: 46.1s 726: total: 43.3s remaining: 46s 727: total: 43.4s remaining: 46s 728: total: 43.4s remaining: 45.9s 729: total: 43.5s remaining: 45.8s 730: total: 43.5s remaining: 45.8s 731: total: 43.6s remaining: 45.7s 732: total: 43.6s remaining: 45.6s 733: total: 43.7s remaining: 45.6s 734: total: 43.7s remaining: 45.5s 735: total: 43.8s remaining: 45.5s 736: total: 43.8s remaining: 45.4s 737: total: 43.9s remaining: 45.3s 738: total: 44s remaining: 45.3s 739: total: 44s remaining: 45.2s 740: total: 44s remaining: 45.1s 741: total: 44.1s remaining: 45.1s 742: total: 44.2s remaining: 45s 743: total: 44.2s remaining: 44.9s 744: total: 44.3s remaining: 44.9s 745: total: 44.3s remaining: 44.8s 746: total: 44.4s remaining: 44.7s 747: total: 44.4s remaining: 44.7s 748: total: 44.5s remaining: 44.6s 749: total: 44.5s remaining: 44.5s 750: total: 44.6s remaining: 44.5s 751: total: 44.7s remaining: 44.4s 752: total: 44.7s remaining: 44.4s 753: total: 44.8s remaining: 44.3s 754: total: 44.8s remaining: 44.2s 755: total: 44.9s remaining: 44.2s 756: total: 44.9s remaining: 44.1s 757: total: 45s remaining: 44s 758: total: 45s remaining: 44s 759: total: 45.1s remaining: 43.9s 760: total: 45.1s remaining: 43.8s 761: total: 45.2s remaining: 43.8s 762: total: 45.3s remaining: 43.7s 763: total: 45.3s remaining: 43.7s 764: total: 45.4s remaining: 43.6s 765: total: 45.4s remaining: 43.5s 766: total: 45.5s remaining: 43.5s 767: total: 45.5s remaining: 43.4s 768: total: 45.6s remaining: 43.3s 769: total: 45.6s remaining: 43.3s 770: total: 45.7s remaining: 43.2s 771: total: 45.7s remaining: 43.1s 772: total: 45.8s remaining: 43.1s 773: total: 45.8s remaining: 43s 774: total: 45.9s remaining: 42.9s 775: total: 46s remaining: 42.9s 776: total: 46s remaining: 42.8s 777: total: 46.1s remaining: 42.8s 778: total: 46.1s remaining: 42.7s 779: total: 46.2s remaining: 42.6s 780: total: 46.2s remaining: 42.6s 781: total: 46.3s remaining: 42.5s 782: total: 46.4s remaining: 42.4s 783: total: 46.4s remaining: 42.4s 784: total: 46.5s remaining: 42.3s 785: total: 46.5s remaining: 42.2s 786: total: 46.6s remaining: 42.2s 787: total: 46.6s remaining: 42.1s 788: total: 46.7s remaining: 42.1s 789: total: 46.7s remaining: 42s 790: total: 46.8s remaining: 41.9s 791: total: 46.8s remaining: 41.9s 792: total: 46.9s remaining: 41.8s 793: total: 47s remaining: 41.8s 794: total: 47s remaining: 41.7s 795: total: 47.1s remaining: 41.6s 796: total: 47.1s remaining: 41.6s 797: total: 47.2s remaining: 41.5s 798: total: 47.2s remaining: 41.5s 799: total: 47.3s remaining: 41.4s 800: total: 47.3s remaining: 41.3s 801: total: 47.4s remaining: 41.3s 802: total: 47.5s remaining: 41.2s 803: total: 47.5s remaining: 41.1s 804: total: 47.6s remaining: 41.1s 805: total: 47.6s remaining: 41s 806: total: 47.7s remaining: 40.9s 807: total: 47.7s remaining: 40.9s 808: total: 47.8s remaining: 40.8s 809: total: 47.9s remaining: 40.8s 810: total: 47.9s remaining: 40.7s 811: total: 48s remaining: 40.7s 812: total: 48s remaining: 40.6s 813: total: 48.1s remaining: 40.5s 814: total: 48.2s remaining: 40.5s 815: total: 48.2s remaining: 40.4s 816: total: 48.3s remaining: 40.4s 817: total: 48.4s remaining: 40.3s 818: total: 48.4s remaining: 40.3s 819: total: 48.5s remaining: 40.2s 820: total: 48.5s remaining: 40.1s 821: total: 48.6s remaining: 40.1s 822: total: 48.7s remaining: 40s 823: total: 48.7s remaining: 40s 824: total: 48.8s remaining: 39.9s 825: total: 48.9s remaining: 39.9s 826: total: 48.9s remaining: 39.8s 827: total: 49s remaining: 39.8s 828: total: 49.1s remaining: 39.7s 829: total: 49.1s remaining: 39.6s 830: total: 49.2s remaining: 39.6s 831: total: 49.2s remaining: 39.5s 832: total: 49.3s remaining: 39.5s 833: total: 49.4s remaining: 39.4s 834: total: 49.4s remaining: 39.4s 835: total: 49.5s remaining: 39.3s 836: total: 49.6s remaining: 39.3s 837: total: 49.6s remaining: 39.2s 838: total: 49.7s remaining: 39.1s 839: total: 49.7s remaining: 39.1s 840: total: 49.8s remaining: 39s 841: total: 49.9s remaining: 39s 842: total: 49.9s remaining: 38.9s 843: total: 50s remaining: 38.8s 844: total: 50s remaining: 38.8s 845: total: 50.1s remaining: 38.7s 846: total: 50.1s remaining: 38.7s 847: total: 50.2s remaining: 38.6s 848: total: 50.3s remaining: 38.5s 849: total: 50.3s remaining: 38.5s 850: total: 50.4s remaining: 38.4s 851: total: 50.5s remaining: 38.4s 852: total: 50.5s remaining: 38.3s 853: total: 50.6s remaining: 38.3s 854: total: 50.6s remaining: 38.2s 855: total: 50.7s remaining: 38.1s 856: total: 50.8s remaining: 38.1s 857: total: 50.8s remaining: 38s 858: total: 50.9s remaining: 38s 859: total: 50.9s remaining: 37.9s 860: total: 51s remaining: 37.8s 861: total: 51s remaining: 37.8s 862: total: 51.1s remaining: 37.7s 863: total: 51.2s remaining: 37.7s 864: total: 51.2s remaining: 37.6s 865: total: 51.3s remaining: 37.6s 866: total: 51.4s remaining: 37.5s 867: total: 51.4s remaining: 37.4s 868: total: 51.5s remaining: 37.4s 869: total: 51.6s remaining: 37.3s 870: total: 51.6s remaining: 37.3s 871: total: 51.7s remaining: 37.2s 872: total: 51.7s remaining: 37.2s 873: total: 51.8s remaining: 37.1s 874: total: 51.9s remaining: 37s 875: total: 51.9s remaining: 37s 876: total: 52s remaining: 36.9s 877: total: 52s remaining: 36.9s 878: total: 52.2s remaining: 36.9s 879: total: 52.2s remaining: 36.8s 880: total: 52.3s remaining: 36.7s 881: total: 52.4s remaining: 36.7s 882: total: 52.4s remaining: 36.6s 883: total: 52.5s remaining: 36.6s 884: total: 52.5s remaining: 36.5s 885: total: 52.6s remaining: 36.5s 886: total: 52.7s remaining: 36.4s 887: total: 52.7s remaining: 36.3s 888: total: 52.8s remaining: 36.3s 889: total: 52.8s remaining: 36.2s 890: total: 52.9s remaining: 36.2s 891: total: 53s remaining: 36.1s 892: total: 53s remaining: 36s 893: total: 53.1s remaining: 36s 894: total: 53.1s remaining: 35.9s 895: total: 53.2s remaining: 35.9s 896: total: 53.3s remaining: 35.8s 897: total: 53.3s remaining: 35.7s 898: total: 53.4s remaining: 35.7s 899: total: 53.4s remaining: 35.6s 900: total: 53.5s remaining: 35.6s 901: total: 53.5s remaining: 35.5s 902: total: 53.6s remaining: 35.4s 903: total: 53.7s remaining: 35.4s 904: total: 53.7s remaining: 35.3s 905: total: 53.8s remaining: 35.2s 906: total: 53.8s remaining: 35.2s 907: total: 53.9s remaining: 35.1s 908: total: 53.9s remaining: 35.1s 909: total: 54s remaining: 35s 910: total: 54s remaining: 34.9s 911: total: 54.1s remaining: 34.9s 912: total: 54.2s remaining: 34.8s 913: total: 54.2s remaining: 34.8s 914: total: 54.3s remaining: 34.7s 915: total: 54.3s remaining: 34.6s 916: total: 54.4s remaining: 34.6s 917: total: 54.4s remaining: 34.5s 918: total: 54.5s remaining: 34.4s 919: total: 54.5s remaining: 34.4s 920: total: 54.6s remaining: 34.3s 921: total: 54.6s remaining: 34.3s 922: total: 54.7s remaining: 34.2s 923: total: 54.8s remaining: 34.1s 924: total: 54.8s remaining: 34.1s 925: total: 54.9s remaining: 34s 926: total: 54.9s remaining: 33.9s 927: total: 55s remaining: 33.9s 928: total: 55s remaining: 33.8s 929: total: 55.1s remaining: 33.8s 930: total: 55.1s remaining: 33.7s 931: total: 55.2s remaining: 33.6s 932: total: 55.3s remaining: 33.6s 933: total: 55.3s remaining: 33.5s 934: total: 55.4s remaining: 33.5s 935: total: 55.4s remaining: 33.4s 936: total: 55.5s remaining: 33.3s 937: total: 55.5s remaining: 33.3s 938: total: 55.6s remaining: 33.2s 939: total: 55.6s remaining: 33.1s 940: total: 55.7s remaining: 33.1s 941: total: 55.8s remaining: 33s 942: total: 55.8s remaining: 33s 943: total: 55.9s remaining: 32.9s 944: total: 56s remaining: 32.9s 945: total: 56s remaining: 32.8s 946: total: 56.1s remaining: 32.7s 947: total: 56.1s remaining: 32.7s 948: total: 56.2s remaining: 32.6s 949: total: 56.2s remaining: 32.6s 950: total: 56.3s remaining: 32.5s 951: total: 56.3s remaining: 32.4s 952: total: 56.4s remaining: 32.4s 953: total: 56.5s remaining: 32.3s 954: total: 56.5s remaining: 32.3s 955: total: 56.6s remaining: 32.2s 956: total: 56.6s remaining: 32.1s 957: total: 56.7s remaining: 32.1s 958: total: 56.7s remaining: 32s 959: total: 56.8s remaining: 31.9s 960: total: 56.8s remaining: 31.9s 961: total: 56.9s remaining: 31.8s 962: total: 57s remaining: 31.8s 963: total: 57s remaining: 31.7s 964: total: 57.1s remaining: 31.6s 965: total: 57.1s remaining: 31.6s 966: total: 57.2s remaining: 31.5s 967: total: 57.2s remaining: 31.5s 968: total: 57.3s remaining: 31.4s 969: total: 57.3s remaining: 31.3s 970: total: 57.4s remaining: 31.3s 971: total: 57.5s remaining: 31.2s 972: total: 57.5s remaining: 31.1s 973: total: 57.6s remaining: 31.1s 974: total: 57.6s remaining: 31s 975: total: 57.7s remaining: 31s 976: total: 57.7s remaining: 30.9s 977: total: 57.8s remaining: 30.8s 978: total: 57.8s remaining: 30.8s 979: total: 57.9s remaining: 30.7s 980: total: 57.9s remaining: 30.7s 981: total: 58s remaining: 30.6s 982: total: 58.1s remaining: 30.5s 983: total: 58.1s remaining: 30.5s 984: total: 58.2s remaining: 30.4s 985: total: 58.2s remaining: 30.3s 986: total: 58.3s remaining: 30.3s 987: total: 58.3s remaining: 30.2s 988: total: 58.4s remaining: 30.2s 989: total: 58.5s remaining: 30.1s 990: total: 58.5s remaining: 30.1s 991: total: 58.6s remaining: 30s 992: total: 58.7s remaining: 30s 993: total: 58.8s remaining: 29.9s 994: total: 58.8s remaining: 29.9s 995: total: 58.9s remaining: 29.8s 996: total: 59s remaining: 29.7s 997: total: 59s remaining: 29.7s 998: total: 59.1s remaining: 29.7s 999: total: 59.2s remaining: 29.6s 1000: total: 59.3s remaining: 29.5s 1001: total: 59.3s remaining: 29.5s 1002: total: 59.4s remaining: 29.4s 1003: total: 59.5s remaining: 29.4s 1004: total: 59.6s remaining: 29.3s 1005: total: 59.6s remaining: 29.3s 1006: total: 59.7s remaining: 29.2s 1007: total: 59.9s remaining: 29.2s 1008: total: 60s remaining: 29.2s 1009: total: 1m remaining: 29.1s 1010: total: 1m remaining: 29.1s 1011: total: 1m remaining: 29s 1012: total: 1m remaining: 29s 1013: total: 1m remaining: 29s 1014: total: 1m remaining: 28.9s 1015: total: 1m remaining: 28.9s 1016: total: 1m remaining: 28.8s 1017: total: 1m remaining: 28.8s 1018: total: 1m remaining: 28.7s 1019: total: 1m remaining: 28.7s 1020: total: 1m remaining: 28.6s 1021: total: 1m 1s remaining: 28.6s 1022: total: 1m 1s remaining: 28.5s 1023: total: 1m 1s remaining: 28.5s 1024: total: 1m 1s remaining: 28.4s 1025: total: 1m 1s remaining: 28.3s 1026: total: 1m 1s remaining: 28.3s 1027: total: 1m 1s remaining: 28.2s 1028: total: 1m 1s remaining: 28.2s 1029: total: 1m 1s remaining: 28.1s 1030: total: 1m 1s remaining: 28.1s 1031: total: 1m 1s remaining: 28s 1032: total: 1m 1s remaining: 28s 1033: total: 1m 1s remaining: 27.9s 1034: total: 1m 1s remaining: 27.8s 1035: total: 1m 2s remaining: 27.8s 1036: total: 1m 2s remaining: 27.7s 1037: total: 1m 2s remaining: 27.7s 1038: total: 1m 2s remaining: 27.6s 1039: total: 1m 2s remaining: 27.6s 1040: total: 1m 2s remaining: 27.5s 1041: total: 1m 2s remaining: 27.5s 1042: total: 1m 2s remaining: 27.4s 1043: total: 1m 2s remaining: 27.4s 1044: total: 1m 2s remaining: 27.3s 1045: total: 1m 2s remaining: 27.2s 1046: total: 1m 2s remaining: 27.2s 1047: total: 1m 2s remaining: 27.1s 1048: total: 1m 2s remaining: 27.1s 1049: total: 1m 3s remaining: 27s 1050: total: 1m 3s remaining: 27s 1051: total: 1m 3s remaining: 26.9s 1052: total: 1m 3s remaining: 26.9s 1053: total: 1m 3s remaining: 26.8s 1054: total: 1m 3s remaining: 26.8s 1055: total: 1m 3s remaining: 26.7s 1056: total: 1m 3s remaining: 26.7s 1057: total: 1m 3s remaining: 26.6s 1058: total: 1m 3s remaining: 26.6s 1059: total: 1m 3s remaining: 26.5s 1060: total: 1m 3s remaining: 26.5s 1061: total: 1m 4s remaining: 26.4s 1062: total: 1m 4s remaining: 26.4s 1063: total: 1m 4s remaining: 26.3s 1064: total: 1m 4s remaining: 26.3s 1065: total: 1m 4s remaining: 26.2s 1066: total: 1m 4s remaining: 26.2s 1067: total: 1m 4s remaining: 26.1s 1068: total: 1m 4s remaining: 26.1s 1069: total: 1m 4s remaining: 26.1s 1070: total: 1m 4s remaining: 26s 1071: total: 1m 5s remaining: 26s 1072: total: 1m 5s remaining: 25.9s 1073: total: 1m 5s remaining: 25.8s 1074: total: 1m 5s remaining: 25.8s 1075: total: 1m 5s remaining: 25.7s 1076: total: 1m 5s remaining: 25.7s 1077: total: 1m 5s remaining: 25.6s 1078: total: 1m 5s remaining: 25.6s 1079: total: 1m 5s remaining: 25.5s 1080: total: 1m 5s remaining: 25.5s 1081: total: 1m 5s remaining: 25.5s 1082: total: 1m 5s remaining: 25.4s 1083: total: 1m 6s remaining: 25.3s 1084: total: 1m 6s remaining: 25.3s 1085: total: 1m 6s remaining: 25.2s 1086: total: 1m 6s remaining: 25.2s 1087: total: 1m 6s remaining: 25.1s 1088: total: 1m 6s remaining: 25.1s 1089: total: 1m 6s remaining: 25.1s 1090: total: 1m 6s remaining: 25s 1091: total: 1m 6s remaining: 25s 1092: total: 1m 6s remaining: 24.9s 1093: total: 1m 7s remaining: 24.9s 1094: total: 1m 7s remaining: 24.8s 1095: total: 1m 7s remaining: 24.8s 1096: total: 1m 7s remaining: 24.7s 1097: total: 1m 7s remaining: 24.7s 1098: total: 1m 7s remaining: 24.6s 1099: total: 1m 7s remaining: 24.6s 1100: total: 1m 7s remaining: 24.5s 1101: total: 1m 7s remaining: 24.4s 1102: total: 1m 7s remaining: 24.4s 1103: total: 1m 7s remaining: 24.3s 1104: total: 1m 7s remaining: 24.3s 1105: total: 1m 8s remaining: 24.2s 1106: total: 1m 8s remaining: 24.2s 1107: total: 1m 8s remaining: 24.1s 1108: total: 1m 8s remaining: 24.1s 1109: total: 1m 8s remaining: 24s 1110: total: 1m 8s remaining: 23.9s 1111: total: 1m 8s remaining: 23.9s 1112: total: 1m 8s remaining: 23.8s 1113: total: 1m 8s remaining: 23.8s 1114: total: 1m 8s remaining: 23.7s 1115: total: 1m 8s remaining: 23.7s 1116: total: 1m 8s remaining: 23.6s 1117: total: 1m 8s remaining: 23.6s 1118: total: 1m 9s remaining: 23.5s 1119: total: 1m 9s remaining: 23.5s 1120: total: 1m 9s remaining: 23.4s 1121: total: 1m 9s remaining: 23.3s 1122: total: 1m 9s remaining: 23.3s 1123: total: 1m 9s remaining: 23.2s 1124: total: 1m 9s remaining: 23.2s 1125: total: 1m 9s remaining: 23.1s 1126: total: 1m 9s remaining: 23.1s 1127: total: 1m 9s remaining: 23s 1128: total: 1m 9s remaining: 22.9s 1129: total: 1m 9s remaining: 22.9s 1130: total: 1m 9s remaining: 22.8s 1131: total: 1m 10s remaining: 22.8s 1132: total: 1m 10s remaining: 22.7s 1133: total: 1m 10s remaining: 22.7s 1134: total: 1m 10s remaining: 22.6s 1135: total: 1m 10s remaining: 22.6s 1136: total: 1m 10s remaining: 22.5s 1137: total: 1m 10s remaining: 22.5s 1138: total: 1m 10s remaining: 22.4s 1139: total: 1m 10s remaining: 22.3s 1140: total: 1m 10s remaining: 22.3s 1141: total: 1m 10s remaining: 22.2s 1142: total: 1m 10s remaining: 22.2s 1143: total: 1m 11s remaining: 22.1s 1144: total: 1m 11s remaining: 22.1s 1145: total: 1m 11s remaining: 22s 1146: total: 1m 11s remaining: 21.9s 1147: total: 1m 11s remaining: 21.9s 1148: total: 1m 11s remaining: 21.8s 1149: total: 1m 11s remaining: 21.8s 1150: total: 1m 11s remaining: 21.7s 1151: total: 1m 11s remaining: 21.6s 1152: total: 1m 11s remaining: 21.6s 1153: total: 1m 11s remaining: 21.5s 1154: total: 1m 11s remaining: 21.5s 1155: total: 1m 11s remaining: 21.4s 1156: total: 1m 12s remaining: 21.4s 1157: total: 1m 12s remaining: 21.3s 1158: total: 1m 12s remaining: 21.2s 1159: total: 1m 12s remaining: 21.2s 1160: total: 1m 12s remaining: 21.1s 1161: total: 1m 12s remaining: 21.1s 1162: total: 1m 12s remaining: 21s 1163: total: 1m 12s remaining: 20.9s 1164: total: 1m 12s remaining: 20.9s 1165: total: 1m 12s remaining: 20.8s 1166: total: 1m 12s remaining: 20.7s 1167: total: 1m 12s remaining: 20.7s 1168: total: 1m 12s remaining: 20.6s 1169: total: 1m 12s remaining: 20.6s 1170: total: 1m 12s remaining: 20.5s 1171: total: 1m 13s remaining: 20.4s 1172: total: 1m 13s remaining: 20.4s 1173: total: 1m 13s remaining: 20.3s 1174: total: 1m 13s remaining: 20.3s 1175: total: 1m 13s remaining: 20.2s 1176: total: 1m 13s remaining: 20.1s 1177: total: 1m 13s remaining: 20.1s 1178: total: 1m 13s remaining: 20s 1179: total: 1m 13s remaining: 19.9s 1180: total: 1m 13s remaining: 19.9s 1181: total: 1m 13s remaining: 19.8s 1182: total: 1m 13s remaining: 19.8s 1183: total: 1m 13s remaining: 19.7s 1184: total: 1m 13s remaining: 19.6s 1185: total: 1m 13s remaining: 19.6s 1186: total: 1m 13s remaining: 19.5s 1187: total: 1m 14s remaining: 19.4s 1188: total: 1m 14s remaining: 19.4s 1189: total: 1m 14s remaining: 19.3s 1190: total: 1m 14s remaining: 19.3s 1191: total: 1m 14s remaining: 19.2s 1192: total: 1m 14s remaining: 19.1s 1193: total: 1m 14s remaining: 19.1s 1194: total: 1m 14s remaining: 19s 1195: total: 1m 14s remaining: 19s 1196: total: 1m 14s remaining: 18.9s 1197: total: 1m 14s remaining: 18.8s 1198: total: 1m 14s remaining: 18.8s 1199: total: 1m 14s remaining: 18.7s 1200: total: 1m 14s remaining: 18.6s 1201: total: 1m 14s remaining: 18.6s 1202: total: 1m 15s remaining: 18.5s 1203: total: 1m 15s remaining: 18.5s 1204: total: 1m 15s remaining: 18.4s 1205: total: 1m 15s remaining: 18.4s 1206: total: 1m 15s remaining: 18.3s 1207: total: 1m 15s remaining: 18.2s 1208: total: 1m 15s remaining: 18.2s 1209: total: 1m 15s remaining: 18.1s 1210: total: 1m 15s remaining: 18s 1211: total: 1m 15s remaining: 18s 1212: total: 1m 15s remaining: 17.9s 1213: total: 1m 15s remaining: 17.9s 1214: total: 1m 15s remaining: 17.8s 1215: total: 1m 15s remaining: 17.7s 1216: total: 1m 16s remaining: 17.7s 1217: total: 1m 16s remaining: 17.6s 1218: total: 1m 16s remaining: 17.6s 1219: total: 1m 16s remaining: 17.5s 1220: total: 1m 16s remaining: 17.4s 1221: total: 1m 16s remaining: 17.4s 1222: total: 1m 16s remaining: 17.3s 1223: total: 1m 16s remaining: 17.2s 1224: total: 1m 16s remaining: 17.2s 1225: total: 1m 16s remaining: 17.1s 1226: total: 1m 16s remaining: 17.1s 1227: total: 1m 16s remaining: 17s 1228: total: 1m 16s remaining: 16.9s 1229: total: 1m 16s remaining: 16.9s 1230: total: 1m 16s remaining: 16.8s 1231: total: 1m 16s remaining: 16.7s 1232: total: 1m 17s remaining: 16.7s 1233: total: 1m 17s remaining: 16.6s 1234: total: 1m 17s remaining: 16.6s 1235: total: 1m 17s remaining: 16.5s 1236: total: 1m 17s remaining: 16.4s 1237: total: 1m 17s remaining: 16.4s 1238: total: 1m 17s remaining: 16.3s 1239: total: 1m 17s remaining: 16.2s 1240: total: 1m 17s remaining: 16.2s 1241: total: 1m 17s remaining: 16.1s 1242: total: 1m 17s remaining: 16.1s 1243: total: 1m 17s remaining: 16s 1244: total: 1m 17s remaining: 15.9s 1245: total: 1m 17s remaining: 15.9s 1246: total: 1m 17s remaining: 15.8s 1247: total: 1m 17s remaining: 15.7s 1248: total: 1m 18s remaining: 15.7s 1249: total: 1m 18s remaining: 15.6s 1250: total: 1m 18s remaining: 15.6s 1251: total: 1m 18s remaining: 15.5s 1252: total: 1m 18s remaining: 15.4s 1253: total: 1m 18s remaining: 15.4s 1254: total: 1m 18s remaining: 15.3s 1255: total: 1m 18s remaining: 15.2s 1256: total: 1m 18s remaining: 15.2s 1257: total: 1m 18s remaining: 15.1s 1258: total: 1m 18s remaining: 15.1s 1259: total: 1m 18s remaining: 15s 1260: total: 1m 18s remaining: 14.9s 1261: total: 1m 18s remaining: 14.9s 1262: total: 1m 18s remaining: 14.8s 1263: total: 1m 18s remaining: 14.7s 1264: total: 1m 19s remaining: 14.7s 1265: total: 1m 19s remaining: 14.6s 1266: total: 1m 19s remaining: 14.6s 1267: total: 1m 19s remaining: 14.5s 1268: total: 1m 19s remaining: 14.4s 1269: total: 1m 19s remaining: 14.4s 1270: total: 1m 19s remaining: 14.3s 1271: total: 1m 19s remaining: 14.3s 1272: total: 1m 19s remaining: 14.2s 1273: total: 1m 19s remaining: 14.1s 1274: total: 1m 19s remaining: 14.1s 1275: total: 1m 19s remaining: 14s 1276: total: 1m 19s remaining: 13.9s 1277: total: 1m 19s remaining: 13.9s 1278: total: 1m 20s remaining: 13.8s 1279: total: 1m 20s remaining: 13.8s 1280: total: 1m 20s remaining: 13.7s 1281: total: 1m 20s remaining: 13.7s 1282: total: 1m 20s remaining: 13.6s 1283: total: 1m 20s remaining: 13.5s 1284: total: 1m 20s remaining: 13.5s 1285: total: 1m 20s remaining: 13.4s 1286: total: 1m 20s remaining: 13.4s 1287: total: 1m 20s remaining: 13.3s 1288: total: 1m 21s remaining: 13.3s 1289: total: 1m 21s remaining: 13.2s 1290: total: 1m 21s remaining: 13.1s 1291: total: 1m 21s remaining: 13.1s 1292: total: 1m 21s remaining: 13s 1293: total: 1m 21s remaining: 13s 1294: total: 1m 21s remaining: 12.9s 1295: total: 1m 21s remaining: 12.8s 1296: total: 1m 21s remaining: 12.8s 1297: total: 1m 21s remaining: 12.7s 1298: total: 1m 21s remaining: 12.6s 1299: total: 1m 21s remaining: 12.6s 1300: total: 1m 21s remaining: 12.5s 1301: total: 1m 21s remaining: 12.5s 1302: total: 1m 22s remaining: 12.4s 1303: total: 1m 22s remaining: 12.3s 1304: total: 1m 22s remaining: 12.3s 1305: total: 1m 22s remaining: 12.2s 1306: total: 1m 22s remaining: 12.2s 1307: total: 1m 22s remaining: 12.1s 1308: total: 1m 22s remaining: 12s 1309: total: 1m 22s remaining: 12s 1310: total: 1m 22s remaining: 11.9s 1311: total: 1m 22s remaining: 11.9s 1312: total: 1m 22s remaining: 11.8s 1313: total: 1m 23s remaining: 11.8s 1314: total: 1m 23s remaining: 11.7s 1315: total: 1m 23s remaining: 11.6s 1316: total: 1m 23s remaining: 11.6s 1317: total: 1m 23s remaining: 11.5s 1318: total: 1m 23s remaining: 11.5s 1319: total: 1m 23s remaining: 11.4s 1320: total: 1m 23s remaining: 11.4s 1321: total: 1m 23s remaining: 11.3s 1322: total: 1m 24s remaining: 11.2s 1323: total: 1m 24s remaining: 11.2s 1324: total: 1m 24s remaining: 11.1s 1325: total: 1m 24s remaining: 11.1s 1326: total: 1m 24s remaining: 11s 1327: total: 1m 24s remaining: 10.9s 1328: total: 1m 24s remaining: 10.9s 1329: total: 1m 24s remaining: 10.8s 1330: total: 1m 24s remaining: 10.8s 1331: total: 1m 24s remaining: 10.7s 1332: total: 1m 25s remaining: 10.7s 1333: total: 1m 25s remaining: 10.6s 1334: total: 1m 25s remaining: 10.5s 1335: total: 1m 25s remaining: 10.5s 1336: total: 1m 25s remaining: 10.4s 1337: total: 1m 25s remaining: 10.4s 1338: total: 1m 25s remaining: 10.3s 1339: total: 1m 25s remaining: 10.2s 1340: total: 1m 25s remaining: 10.2s 1341: total: 1m 25s remaining: 10.1s 1342: total: 1m 25s remaining: 10.1s 1343: total: 1m 26s remaining: 9.99s 1344: total: 1m 26s remaining: 9.93s 1345: total: 1m 26s remaining: 9.87s 1346: total: 1m 26s remaining: 9.81s 1347: total: 1m 26s remaining: 9.75s 1348: total: 1m 26s remaining: 9.69s 1349: total: 1m 26s remaining: 9.62s 1350: total: 1m 26s remaining: 9.56s 1351: total: 1m 26s remaining: 9.5s 1352: total: 1m 26s remaining: 9.43s 1353: total: 1m 26s remaining: 9.37s 1354: total: 1m 26s remaining: 9.31s 1355: total: 1m 27s remaining: 9.24s 1356: total: 1m 27s remaining: 9.18s 1357: total: 1m 27s remaining: 9.12s 1358: total: 1m 27s remaining: 9.06s 1359: total: 1m 27s remaining: 8.99s 1360: total: 1m 27s remaining: 8.93s 1361: total: 1m 27s remaining: 8.86s 1362: total: 1m 27s remaining: 8.8s 1363: total: 1m 27s remaining: 8.73s 1364: total: 1m 27s remaining: 8.67s 1365: total: 1m 27s remaining: 8.61s 1366: total: 1m 27s remaining: 8.54s 1367: total: 1m 27s remaining: 8.48s 1368: total: 1m 27s remaining: 8.41s 1369: total: 1m 27s remaining: 8.35s 1370: total: 1m 28s remaining: 8.29s 1371: total: 1m 28s remaining: 8.22s 1372: total: 1m 28s remaining: 8.15s 1373: total: 1m 28s remaining: 8.09s 1374: total: 1m 28s remaining: 8.03s 1375: total: 1m 28s remaining: 7.96s 1376: total: 1m 28s remaining: 7.9s 1377: total: 1m 28s remaining: 7.83s 1378: total: 1m 28s remaining: 7.77s 1379: total: 1m 28s remaining: 7.7s 1380: total: 1m 28s remaining: 7.64s 1381: total: 1m 28s remaining: 7.57s 1382: total: 1m 28s remaining: 7.51s 1383: total: 1m 28s remaining: 7.45s 1384: total: 1m 28s remaining: 7.38s 1385: total: 1m 28s remaining: 7.32s 1386: total: 1m 29s remaining: 7.25s 1387: total: 1m 29s remaining: 7.19s 1388: total: 1m 29s remaining: 7.12s 1389: total: 1m 29s remaining: 7.06s 1390: total: 1m 29s remaining: 6.99s 1391: total: 1m 29s remaining: 6.93s 1392: total: 1m 29s remaining: 6.87s 1393: total: 1m 29s remaining: 6.8s 1394: total: 1m 29s remaining: 6.74s 1395: total: 1m 29s remaining: 6.67s 1396: total: 1m 29s remaining: 6.61s 1397: total: 1m 29s remaining: 6.54s 1398: total: 1m 29s remaining: 6.48s 1399: total: 1m 29s remaining: 6.42s 1400: total: 1m 29s remaining: 6.35s 1401: total: 1m 30s remaining: 6.29s 1402: total: 1m 30s remaining: 6.23s 1403: total: 1m 30s remaining: 6.16s 1404: total: 1m 30s remaining: 6.1s 1405: total: 1m 30s remaining: 6.04s 1406: total: 1m 30s remaining: 5.97s 1407: total: 1m 30s remaining: 5.91s 1408: total: 1m 30s remaining: 5.84s 1409: total: 1m 30s remaining: 5.78s 1410: total: 1m 30s remaining: 5.71s 1411: total: 1m 30s remaining: 5.65s 1412: total: 1m 30s remaining: 5.59s 1413: total: 1m 30s remaining: 5.52s 1414: total: 1m 30s remaining: 5.46s 1415: total: 1m 30s remaining: 5.39s 1416: total: 1m 30s remaining: 5.33s 1417: total: 1m 31s remaining: 5.26s 1418: total: 1m 31s remaining: 5.2s 1419: total: 1m 31s remaining: 5.13s 1420: total: 1m 31s remaining: 5.07s 1421: total: 1m 31s remaining: 5s 1422: total: 1m 31s remaining: 4.94s 1423: total: 1m 31s remaining: 4.87s 1424: total: 1m 31s remaining: 4.81s 1425: total: 1m 31s remaining: 4.74s 1426: total: 1m 31s remaining: 4.68s 1427: total: 1m 31s remaining: 4.61s 1428: total: 1m 31s remaining: 4.55s 1429: total: 1m 31s remaining: 4.49s 1430: total: 1m 31s remaining: 4.42s 1431: total: 1m 31s remaining: 4.36s 1432: total: 1m 31s remaining: 4.29s 1433: total: 1m 31s remaining: 4.23s 1434: total: 1m 31s remaining: 4.16s 1435: total: 1m 31s remaining: 4.1s 1436: total: 1m 32s remaining: 4.03s 1437: total: 1m 32s remaining: 3.97s 1438: total: 1m 32s remaining: 3.91s 1439: total: 1m 32s remaining: 3.84s 1440: total: 1m 32s remaining: 3.78s 1441: total: 1m 32s remaining: 3.71s 1442: total: 1m 32s remaining: 3.65s 1443: total: 1m 32s remaining: 3.58s 1444: total: 1m 32s remaining: 3.52s 1445: total: 1m 32s remaining: 3.46s 1446: total: 1m 32s remaining: 3.39s 1447: total: 1m 32s remaining: 3.33s 1448: total: 1m 32s remaining: 3.26s 1449: total: 1m 32s remaining: 3.2s 1450: total: 1m 32s remaining: 3.13s 1451: total: 1m 32s remaining: 3.07s 1452: total: 1m 32s remaining: 3.01s 1453: total: 1m 32s remaining: 2.94s 1454: total: 1m 33s remaining: 2.88s 1455: total: 1m 33s remaining: 2.81s 1456: total: 1m 33s remaining: 2.75s 1457: total: 1m 33s remaining: 2.68s 1458: total: 1m 33s remaining: 2.62s 1459: total: 1m 33s remaining: 2.56s 1460: total: 1m 33s remaining: 2.49s 1461: total: 1m 33s remaining: 2.43s 1462: total: 1m 33s remaining: 2.36s 1463: total: 1m 33s remaining: 2.3s 1464: total: 1m 33s remaining: 2.23s 1465: total: 1m 33s remaining: 2.17s 1466: total: 1m 33s remaining: 2.11s 1467: total: 1m 33s remaining: 2.04s 1468: total: 1m 33s remaining: 1.98s 1469: total: 1m 33s remaining: 1.91s 1470: total: 1m 33s remaining: 1.85s 1471: total: 1m 33s remaining: 1.78s 1472: total: 1m 33s remaining: 1.72s 1473: total: 1m 33s remaining: 1.66s 1474: total: 1m 34s remaining: 1.59s 1475: total: 1m 34s remaining: 1.53s 1476: total: 1m 34s remaining: 1.47s 1477: total: 1m 34s remaining: 1.4s 1478: total: 1m 34s remaining: 1.34s 1479: total: 1m 34s remaining: 1.27s 1480: total: 1m 34s remaining: 1.21s 1481: total: 1m 34s remaining: 1.15s 1482: total: 1m 34s remaining: 1.08s 1483: total: 1m 34s remaining: 1.02s 1484: total: 1m 34s remaining: 955ms 1485: total: 1m 34s remaining: 891ms 1486: total: 1m 34s remaining: 827ms 1487: total: 1m 34s remaining: 764ms 1488: total: 1m 34s remaining: 700ms 1489: total: 1m 34s remaining: 636ms 1490: total: 1m 34s remaining: 573ms 1491: total: 1m 34s remaining: 509ms 1492: total: 1m 34s remaining: 445ms 1493: total: 1m 35s remaining: 382ms 1494: total: 1m 35s remaining: 318ms 1495: total: 1m 35s remaining: 254ms 1496: total: 1m 35s remaining: 191ms 1497: total: 1m 35s remaining: 127ms 1498: total: 1m 35s remaining: 63.6ms 1499: total: 1m 35s remaining: 0us
# cat boost feature importance
fig5 = px.pie(cat_top_10_df, names='Feature', values='Importance', title='Cat Boost Feature Importance', template='ggplot2')
fig5
# fig5.write_html('figures/fig5.html')
# series of model scores
data = {'Ada Boost': 0.87, 'XG Boost': 0.93 , 'LGBM': 0.92, 'Gradient Boost': 0.91, 'Cat Boost': 0.92, 'Voting Classifier': 0.93 }
comp = pd.Series(data, name='Auc-Roc Score')
comp
Ada Boost 0.87 XG Boost 0.93 LGBM 0.92 Gradient Boost 0.91 Cat Boost 0.92 Voting Classifier 0.93 Name: Auc-Roc Score, dtype: float64
# model scores
fig6 = px.scatter(comp, color=comp.index, size=comp, title='Model Comparison', symbol=comp, labels={'index': 'Model', 'value': 'AUC-ROC Score'})
fig6
# fig6.write_html('figures/fig6.html')
# Final model
class1 = AdaBoostClassifier(n_estimators=400, random_state=19, learning_rate=0.1)
class2 = GradientBoostingClassifier(n_estimators=1500, learning_rate=0.1, random_state=19, max_depth=5)
class3 = XGBClassifier(learning_rate=0.5, max_depth=5, n_estimators=1500)
class4 = lgb.LGBMClassifier(objective='binary', metric='auc', boosting_type='gbdt', learning_rate=0.1, max_depth=20, n_estimators=350, num_leaves=30, random_state=19)
class5 = CatBoostClassifier(task_type='GPU', loss_function='Logloss', eval_metric='AUC', iterations=1500, random_seed=19)
final = VotingClassifier(estimators=[('ada', class1),
#('gbr', class2),
('xgb', class3),
('lgb', class4),
('cat', class5)],
verbose=1, voting='soft')
final = final.fit(X_train, y_train)
# Make predictions on the test set
final_predictions = final.predict(X_test)
result = roc_auc_score(y_test, final_predictions)
print()
print("Voting Classifier model on the test set: ", result)
[Voting] ...................... (1 of 4) Processing ada, total= 2.9s [Voting] ...................... (2 of 4) Processing xgb, total= 6.1s [Voting] ...................... (3 of 4) Processing lgb, total= 0.7s Learning rate set to 0.021393
Default metric period is 5 because AUC is/are not implemented for GPU
0: total: 58ms remaining: 1m 26s 1: total: 110ms remaining: 1m 22s 2: total: 166ms remaining: 1m 22s 3: total: 223ms remaining: 1m 23s 4: total: 275ms remaining: 1m 22s 5: total: 329ms remaining: 1m 21s 6: total: 381ms remaining: 1m 21s 7: total: 432ms remaining: 1m 20s 8: total: 483ms remaining: 1m 19s 9: total: 532ms remaining: 1m 19s 10: total: 582ms remaining: 1m 18s 11: total: 634ms remaining: 1m 18s 12: total: 686ms remaining: 1m 18s 13: total: 737ms remaining: 1m 18s 14: total: 789ms remaining: 1m 18s 15: total: 840ms remaining: 1m 17s 16: total: 889ms remaining: 1m 17s 17: total: 937ms remaining: 1m 17s 18: total: 987ms remaining: 1m 16s 19: total: 1.04s remaining: 1m 16s 20: total: 1.09s remaining: 1m 16s 21: total: 1.14s remaining: 1m 16s 22: total: 1.18s remaining: 1m 16s 23: total: 1.24s remaining: 1m 16s 24: total: 1.29s remaining: 1m 16s 25: total: 1.34s remaining: 1m 16s 26: total: 1.39s remaining: 1m 16s 27: total: 1.44s remaining: 1m 15s 28: total: 1.49s remaining: 1m 15s 29: total: 1.54s remaining: 1m 15s 30: total: 1.59s remaining: 1m 15s 31: total: 1.65s remaining: 1m 15s 32: total: 1.69s remaining: 1m 15s 33: total: 1.75s remaining: 1m 15s 34: total: 1.78s remaining: 1m 14s 35: total: 1.82s remaining: 1m 14s 36: total: 1.87s remaining: 1m 14s 37: total: 1.92s remaining: 1m 14s 38: total: 1.98s remaining: 1m 14s 39: total: 2.03s remaining: 1m 14s 40: total: 2.08s remaining: 1m 14s 41: total: 2.13s remaining: 1m 14s 42: total: 2.19s remaining: 1m 14s 43: total: 2.23s remaining: 1m 13s 44: total: 2.29s remaining: 1m 13s 45: total: 2.34s remaining: 1m 13s 46: total: 2.38s remaining: 1m 13s 47: total: 2.44s remaining: 1m 13s 48: total: 2.49s remaining: 1m 13s 49: total: 2.54s remaining: 1m 13s 50: total: 2.59s remaining: 1m 13s 51: total: 2.63s remaining: 1m 13s 52: total: 2.69s remaining: 1m 13s 53: total: 2.74s remaining: 1m 13s 54: total: 2.79s remaining: 1m 13s 55: total: 2.84s remaining: 1m 13s 56: total: 2.89s remaining: 1m 13s 57: total: 2.94s remaining: 1m 13s 58: total: 3s remaining: 1m 13s 59: total: 3.05s remaining: 1m 13s 60: total: 3.1s remaining: 1m 13s 61: total: 3.15s remaining: 1m 13s 62: total: 3.2s remaining: 1m 13s 63: total: 3.25s remaining: 1m 13s 64: total: 3.3s remaining: 1m 12s 65: total: 3.35s remaining: 1m 12s 66: total: 3.4s remaining: 1m 12s 67: total: 3.45s remaining: 1m 12s 68: total: 3.48s remaining: 1m 12s 69: total: 3.52s remaining: 1m 11s 70: total: 3.55s remaining: 1m 11s 71: total: 3.6s remaining: 1m 11s 72: total: 3.66s remaining: 1m 11s 73: total: 3.71s remaining: 1m 11s 74: total: 3.75s remaining: 1m 11s 75: total: 3.8s remaining: 1m 11s 76: total: 3.85s remaining: 1m 11s 77: total: 3.9s remaining: 1m 11s 78: total: 3.95s remaining: 1m 10s 79: total: 4s remaining: 1m 10s 80: total: 4.04s remaining: 1m 10s 81: total: 4.1s remaining: 1m 10s 82: total: 4.13s remaining: 1m 10s 83: total: 4.19s remaining: 1m 10s 84: total: 4.24s remaining: 1m 10s 85: total: 4.29s remaining: 1m 10s 86: total: 4.34s remaining: 1m 10s 87: total: 4.39s remaining: 1m 10s 88: total: 4.44s remaining: 1m 10s 89: total: 4.49s remaining: 1m 10s 90: total: 4.54s remaining: 1m 10s 91: total: 4.59s remaining: 1m 10s 92: total: 4.64s remaining: 1m 10s 93: total: 4.68s remaining: 1m 10s 94: total: 4.72s remaining: 1m 9s 95: total: 4.76s remaining: 1m 9s 96: total: 4.81s remaining: 1m 9s 97: total: 4.86s remaining: 1m 9s 98: total: 4.91s remaining: 1m 9s 99: total: 4.97s remaining: 1m 9s 100: total: 5.02s remaining: 1m 9s 101: total: 5.06s remaining: 1m 9s 102: total: 5.11s remaining: 1m 9s 103: total: 5.16s remaining: 1m 9s 104: total: 5.21s remaining: 1m 9s 105: total: 5.27s remaining: 1m 9s 106: total: 5.32s remaining: 1m 9s 107: total: 5.37s remaining: 1m 9s 108: total: 5.42s remaining: 1m 9s 109: total: 5.5s remaining: 1m 9s 110: total: 5.55s remaining: 1m 9s 111: total: 5.61s remaining: 1m 9s 112: total: 5.66s remaining: 1m 9s 113: total: 5.72s remaining: 1m 9s 114: total: 5.77s remaining: 1m 9s 115: total: 5.82s remaining: 1m 9s 116: total: 5.88s remaining: 1m 9s 117: total: 5.93s remaining: 1m 9s 118: total: 5.98s remaining: 1m 9s 119: total: 6.03s remaining: 1m 9s 120: total: 6.08s remaining: 1m 9s 121: total: 6.12s remaining: 1m 9s 122: total: 6.17s remaining: 1m 9s 123: total: 6.24s remaining: 1m 9s 124: total: 6.29s remaining: 1m 9s 125: total: 6.35s remaining: 1m 9s 126: total: 6.38s remaining: 1m 9s 127: total: 6.43s remaining: 1m 8s 128: total: 6.48s remaining: 1m 8s 129: total: 6.54s remaining: 1m 8s 130: total: 6.59s remaining: 1m 8s 131: total: 6.65s remaining: 1m 8s 132: total: 6.69s remaining: 1m 8s 133: total: 6.75s remaining: 1m 8s 134: total: 6.8s remaining: 1m 8s 135: total: 6.86s remaining: 1m 8s 136: total: 6.92s remaining: 1m 8s 137: total: 6.98s remaining: 1m 8s 138: total: 7.02s remaining: 1m 8s 139: total: 7.08s remaining: 1m 8s 140: total: 7.13s remaining: 1m 8s 141: total: 7.19s remaining: 1m 8s 142: total: 7.25s remaining: 1m 8s 143: total: 7.3s remaining: 1m 8s 144: total: 7.37s remaining: 1m 8s 145: total: 7.42s remaining: 1m 8s 146: total: 7.48s remaining: 1m 8s 147: total: 7.54s remaining: 1m 8s 148: total: 7.59s remaining: 1m 8s 149: total: 7.63s remaining: 1m 8s 150: total: 7.69s remaining: 1m 8s 151: total: 7.75s remaining: 1m 8s 152: total: 7.8s remaining: 1m 8s 153: total: 7.86s remaining: 1m 8s 154: total: 7.91s remaining: 1m 8s 155: total: 7.96s remaining: 1m 8s 156: total: 8.01s remaining: 1m 8s 157: total: 8.06s remaining: 1m 8s 158: total: 8.12s remaining: 1m 8s 159: total: 8.17s remaining: 1m 8s 160: total: 8.22s remaining: 1m 8s 161: total: 8.28s remaining: 1m 8s 162: total: 8.33s remaining: 1m 8s 163: total: 8.37s remaining: 1m 8s 164: total: 8.41s remaining: 1m 8s 165: total: 8.47s remaining: 1m 8s 166: total: 8.53s remaining: 1m 8s 167: total: 8.57s remaining: 1m 7s 168: total: 8.63s remaining: 1m 7s 169: total: 8.66s remaining: 1m 7s 170: total: 8.72s remaining: 1m 7s 171: total: 8.78s remaining: 1m 7s 172: total: 8.83s remaining: 1m 7s 173: total: 8.88s remaining: 1m 7s 174: total: 8.93s remaining: 1m 7s 175: total: 8.99s remaining: 1m 7s 176: total: 9.04s remaining: 1m 7s 177: total: 9.1s remaining: 1m 7s 178: total: 9.15s remaining: 1m 7s 179: total: 9.21s remaining: 1m 7s 180: total: 9.27s remaining: 1m 7s 181: total: 9.32s remaining: 1m 7s 182: total: 9.38s remaining: 1m 7s 183: total: 9.44s remaining: 1m 7s 184: total: 9.48s remaining: 1m 7s 185: total: 9.53s remaining: 1m 7s 186: total: 9.59s remaining: 1m 7s 187: total: 9.65s remaining: 1m 7s 188: total: 9.71s remaining: 1m 7s 189: total: 9.76s remaining: 1m 7s 190: total: 9.81s remaining: 1m 7s 191: total: 9.87s remaining: 1m 7s 192: total: 9.93s remaining: 1m 7s 193: total: 9.97s remaining: 1m 7s 194: total: 10s remaining: 1m 7s 195: total: 10.1s remaining: 1m 7s 196: total: 10.1s remaining: 1m 6s 197: total: 10.2s remaining: 1m 6s 198: total: 10.2s remaining: 1m 6s 199: total: 10.3s remaining: 1m 6s 200: total: 10.3s remaining: 1m 6s 201: total: 10.4s remaining: 1m 6s 202: total: 10.4s remaining: 1m 6s 203: total: 10.5s remaining: 1m 6s 204: total: 10.5s remaining: 1m 6s 205: total: 10.6s remaining: 1m 6s 206: total: 10.6s remaining: 1m 6s 207: total: 10.7s remaining: 1m 6s 208: total: 10.7s remaining: 1m 6s 209: total: 10.7s remaining: 1m 5s 210: total: 10.8s remaining: 1m 5s 211: total: 10.8s remaining: 1m 5s 212: total: 10.9s remaining: 1m 5s 213: total: 10.9s remaining: 1m 5s 214: total: 10.9s remaining: 1m 5s 215: total: 11s remaining: 1m 5s 216: total: 11s remaining: 1m 5s 217: total: 11.1s remaining: 1m 5s 218: total: 11.1s remaining: 1m 5s 219: total: 11.2s remaining: 1m 4s 220: total: 11.2s remaining: 1m 4s 221: total: 11.3s remaining: 1m 4s 222: total: 11.4s remaining: 1m 5s 223: total: 11.4s remaining: 1m 4s 224: total: 11.5s remaining: 1m 4s 225: total: 11.5s remaining: 1m 4s 226: total: 11.5s remaining: 1m 4s 227: total: 11.6s remaining: 1m 4s 228: total: 11.6s remaining: 1m 4s 229: total: 11.7s remaining: 1m 4s 230: total: 11.7s remaining: 1m 4s 231: total: 11.8s remaining: 1m 4s 232: total: 11.8s remaining: 1m 4s 233: total: 11.9s remaining: 1m 4s 234: total: 11.9s remaining: 1m 4s 235: total: 12s remaining: 1m 4s 236: total: 12s remaining: 1m 4s 237: total: 12.1s remaining: 1m 4s 238: total: 12.1s remaining: 1m 3s 239: total: 12.2s remaining: 1m 3s 240: total: 12.2s remaining: 1m 3s 241: total: 12.2s remaining: 1m 3s 242: total: 12.3s remaining: 1m 3s 243: total: 12.3s remaining: 1m 3s 244: total: 12.4s remaining: 1m 3s 245: total: 12.4s remaining: 1m 3s 246: total: 12.4s remaining: 1m 3s 247: total: 12.5s remaining: 1m 3s 248: total: 12.5s remaining: 1m 2s 249: total: 12.6s remaining: 1m 2s 250: total: 12.6s remaining: 1m 2s 251: total: 12.7s remaining: 1m 2s 252: total: 12.7s remaining: 1m 2s 253: total: 12.8s remaining: 1m 2s 254: total: 12.8s remaining: 1m 2s 255: total: 12.8s remaining: 1m 2s 256: total: 12.9s remaining: 1m 2s 257: total: 12.9s remaining: 1m 2s 258: total: 13s remaining: 1m 2s 259: total: 13s remaining: 1m 2s 260: total: 13.1s remaining: 1m 2s 261: total: 13.2s remaining: 1m 2s 262: total: 13.2s remaining: 1m 2s 263: total: 13.2s remaining: 1m 1s 264: total: 13.3s remaining: 1m 1s 265: total: 13.3s remaining: 1m 1s 266: total: 13.4s remaining: 1m 1s 267: total: 13.4s remaining: 1m 1s 268: total: 13.5s remaining: 1m 1s 269: total: 13.5s remaining: 1m 1s 270: total: 13.5s remaining: 1m 1s 271: total: 13.6s remaining: 1m 1s 272: total: 13.6s remaining: 1m 1s 273: total: 13.7s remaining: 1m 1s 274: total: 13.7s remaining: 1m 1s 275: total: 13.8s remaining: 1m 1s 276: total: 13.8s remaining: 1m 277: total: 13.9s remaining: 1m 278: total: 13.9s remaining: 1m 279: total: 13.9s remaining: 1m 280: total: 14s remaining: 1m 281: total: 14s remaining: 1m 282: total: 14.1s remaining: 1m 283: total: 14.1s remaining: 1m 284: total: 14.2s remaining: 1m 285: total: 14.2s remaining: 1m 286: total: 14.2s remaining: 1m 287: total: 14.3s remaining: 1m 288: total: 14.3s remaining: 1m 289: total: 14.4s remaining: 1m 290: total: 14.4s remaining: 59.9s 291: total: 14.5s remaining: 59.8s 292: total: 14.5s remaining: 59.8s 293: total: 14.6s remaining: 59.8s 294: total: 14.6s remaining: 59.7s 295: total: 14.6s remaining: 59.6s 296: total: 14.7s remaining: 59.5s 297: total: 14.7s remaining: 59.5s 298: total: 14.8s remaining: 59.4s 299: total: 14.8s remaining: 59.4s 300: total: 14.9s remaining: 59.3s 301: total: 14.9s remaining: 59.2s 302: total: 15s remaining: 59.1s 303: total: 15s remaining: 59s 304: total: 15.1s remaining: 59s 305: total: 15.1s remaining: 58.9s 306: total: 15.1s remaining: 58.8s 307: total: 15.2s remaining: 58.8s 308: total: 15.2s remaining: 58.6s 309: total: 15.3s remaining: 58.6s 310: total: 15.3s remaining: 58.6s 311: total: 15.4s remaining: 58.5s 312: total: 15.4s remaining: 58.3s 313: total: 15.4s remaining: 58.3s 314: total: 15.5s remaining: 58.2s 315: total: 15.5s remaining: 58.1s 316: total: 15.6s remaining: 58.1s 317: total: 15.6s remaining: 58s 318: total: 15.6s remaining: 57.9s 319: total: 15.7s remaining: 57.8s 320: total: 15.7s remaining: 57.8s 321: total: 15.8s remaining: 57.7s 322: total: 15.8s remaining: 57.6s 323: total: 15.9s remaining: 57.6s 324: total: 15.9s remaining: 57.5s 325: total: 16s remaining: 57.5s 326: total: 16s remaining: 57.4s 327: total: 16s remaining: 57.3s 328: total: 16.1s remaining: 57.3s 329: total: 16.1s remaining: 57.2s 330: total: 16.2s remaining: 57.1s 331: total: 16.2s remaining: 57s 332: total: 16.2s remaining: 56.9s 333: total: 16.3s remaining: 56.8s 334: total: 16.3s remaining: 56.8s 335: total: 16.4s remaining: 56.7s 336: total: 16.4s remaining: 56.6s 337: total: 16.4s remaining: 56.5s 338: total: 16.5s remaining: 56.5s 339: total: 16.5s remaining: 56.4s 340: total: 16.6s remaining: 56.3s 341: total: 16.6s remaining: 56.3s 342: total: 16.7s remaining: 56.2s 343: total: 16.7s remaining: 56.2s 344: total: 16.8s remaining: 56.1s 345: total: 16.8s remaining: 56.1s 346: total: 16.8s remaining: 56s 347: total: 16.9s remaining: 55.9s 348: total: 16.9s remaining: 55.9s 349: total: 17s remaining: 55.8s 350: total: 17s remaining: 55.8s 351: total: 17.1s remaining: 55.7s 352: total: 17.1s remaining: 55.7s 353: total: 17.2s remaining: 55.6s 354: total: 17.2s remaining: 55.6s 355: total: 17.3s remaining: 55.5s 356: total: 17.3s remaining: 55.4s 357: total: 17.3s remaining: 55.3s 358: total: 17.4s remaining: 55.3s 359: total: 17.4s remaining: 55.2s 360: total: 17.5s remaining: 55.2s 361: total: 17.5s remaining: 55.1s 362: total: 17.6s remaining: 55s 363: total: 17.6s remaining: 55s 364: total: 17.7s remaining: 54.9s 365: total: 17.7s remaining: 54.9s 366: total: 17.7s remaining: 54.8s 367: total: 17.8s remaining: 54.7s 368: total: 17.8s remaining: 54.7s 369: total: 17.9s remaining: 54.6s 370: total: 17.9s remaining: 54.5s 371: total: 18s remaining: 54.5s 372: total: 18s remaining: 54.4s 373: total: 18s remaining: 54.3s 374: total: 18.1s remaining: 54.3s 375: total: 18.2s remaining: 54.3s 376: total: 18.2s remaining: 54.2s 377: total: 18.3s remaining: 54.2s 378: total: 18.3s remaining: 54.1s 379: total: 18.3s remaining: 54.1s 380: total: 18.4s remaining: 54s 381: total: 18.4s remaining: 53.9s 382: total: 18.5s remaining: 53.9s 383: total: 18.5s remaining: 53.8s 384: total: 18.5s remaining: 53.7s 385: total: 18.6s remaining: 53.6s 386: total: 18.6s remaining: 53.5s 387: total: 18.7s remaining: 53.5s 388: total: 18.7s remaining: 53.4s 389: total: 18.8s remaining: 53.4s 390: total: 18.8s remaining: 53.3s 391: total: 18.8s remaining: 53.3s 392: total: 18.9s remaining: 53.2s 393: total: 18.9s remaining: 53.2s 394: total: 19s remaining: 53.1s 395: total: 19s remaining: 53s 396: total: 19.1s remaining: 53s 397: total: 19.1s remaining: 53s 398: total: 19.2s remaining: 52.9s 399: total: 19.2s remaining: 52.8s 400: total: 19.2s remaining: 52.8s 401: total: 19.3s remaining: 52.7s 402: total: 19.3s remaining: 52.6s 403: total: 19.4s remaining: 52.5s 404: total: 19.4s remaining: 52.5s 405: total: 19.4s remaining: 52.4s 406: total: 19.5s remaining: 52.4s 407: total: 19.5s remaining: 52.3s 408: total: 19.6s remaining: 52.2s 409: total: 19.6s remaining: 52.1s 410: total: 19.7s remaining: 52.1s 411: total: 19.7s remaining: 52s 412: total: 19.8s remaining: 52s 413: total: 19.8s remaining: 52s 414: total: 19.8s remaining: 51.9s 415: total: 19.9s remaining: 51.8s 416: total: 19.9s remaining: 51.8s 417: total: 20s remaining: 51.7s 418: total: 20s remaining: 51.6s 419: total: 20.1s remaining: 51.6s 420: total: 20.1s remaining: 51.5s 421: total: 20.2s remaining: 51.5s 422: total: 20.2s remaining: 51.4s 423: total: 20.2s remaining: 51.3s 424: total: 20.3s remaining: 51.3s 425: total: 20.3s remaining: 51.2s 426: total: 20.4s remaining: 51.2s 427: total: 20.4s remaining: 51.1s 428: total: 20.4s remaining: 51s 429: total: 20.5s remaining: 50.9s 430: total: 20.5s remaining: 50.9s 431: total: 20.6s remaining: 50.8s 432: total: 20.6s remaining: 50.8s 433: total: 20.6s remaining: 50.7s 434: total: 20.7s remaining: 50.6s 435: total: 20.7s remaining: 50.5s 436: total: 20.8s remaining: 50.5s 437: total: 20.8s remaining: 50.5s 438: total: 20.9s remaining: 50.4s 439: total: 20.9s remaining: 50.3s 440: total: 20.9s remaining: 50.3s 441: total: 21s remaining: 50.3s 442: total: 21s remaining: 50.2s 443: total: 21.1s remaining: 50.2s 444: total: 21.2s remaining: 50.2s 445: total: 21.2s remaining: 50.1s 446: total: 21.2s remaining: 50s 447: total: 21.3s remaining: 50s 448: total: 21.4s remaining: 50s 449: total: 21.4s remaining: 49.9s 450: total: 21.4s remaining: 49.9s 451: total: 21.5s remaining: 49.8s 452: total: 21.5s remaining: 49.7s 453: total: 21.6s remaining: 49.7s 454: total: 21.6s remaining: 49.6s 455: total: 21.7s remaining: 49.6s 456: total: 21.7s remaining: 49.6s 457: total: 21.8s remaining: 49.6s 458: total: 21.8s remaining: 49.5s 459: total: 21.9s remaining: 49.4s 460: total: 21.9s remaining: 49.4s 461: total: 22s remaining: 49.4s 462: total: 22s remaining: 49.3s 463: total: 22.1s remaining: 49.3s 464: total: 22.1s remaining: 49.3s 465: total: 22.2s remaining: 49.3s 466: total: 22.3s remaining: 49.2s 467: total: 22.3s remaining: 49.2s 468: total: 22.3s remaining: 49.1s 469: total: 22.4s remaining: 49.1s 470: total: 22.5s remaining: 49.2s 471: total: 22.6s remaining: 49.2s 472: total: 22.6s remaining: 49.1s 473: total: 22.7s remaining: 49.1s 474: total: 22.7s remaining: 49s 475: total: 22.8s remaining: 49s 476: total: 22.8s remaining: 48.9s 477: total: 22.9s remaining: 48.9s 478: total: 22.9s remaining: 48.9s 479: total: 23s remaining: 48.9s 480: total: 23s remaining: 48.8s 481: total: 23.1s remaining: 48.7s 482: total: 23.1s remaining: 48.7s 483: total: 23.2s remaining: 48.7s 484: total: 23.2s remaining: 48.6s 485: total: 23.3s remaining: 48.6s 486: total: 23.3s remaining: 48.5s 487: total: 23.4s remaining: 48.5s 488: total: 23.4s remaining: 48.4s 489: total: 23.5s remaining: 48.4s 490: total: 23.5s remaining: 48.4s 491: total: 23.6s remaining: 48.4s 492: total: 23.7s remaining: 48.4s 493: total: 23.7s remaining: 48.3s 494: total: 23.8s remaining: 48.3s 495: total: 23.8s remaining: 48.2s 496: total: 23.9s remaining: 48.2s 497: total: 23.9s remaining: 48.2s 498: total: 24s remaining: 48.1s 499: total: 24.1s remaining: 48.1s 500: total: 24.1s remaining: 48.1s 501: total: 24.2s remaining: 48s 502: total: 24.2s remaining: 48s 503: total: 24.2s remaining: 47.9s 504: total: 24.3s remaining: 47.9s 505: total: 24.4s remaining: 47.8s 506: total: 24.4s remaining: 47.8s 507: total: 24.4s remaining: 47.7s 508: total: 24.5s remaining: 47.7s 509: total: 24.6s remaining: 47.7s 510: total: 24.6s remaining: 47.6s 511: total: 24.7s remaining: 47.6s 512: total: 24.7s remaining: 47.6s 513: total: 24.8s remaining: 47.5s 514: total: 24.8s remaining: 47.5s 515: total: 24.9s remaining: 47.4s 516: total: 24.9s remaining: 47.4s 517: total: 25s remaining: 47.3s 518: total: 25s remaining: 47.3s 519: total: 25s remaining: 47.2s 520: total: 25.1s remaining: 47.1s 521: total: 25.1s remaining: 47.1s 522: total: 25.2s remaining: 47s 523: total: 25.2s remaining: 46.9s 524: total: 25.2s remaining: 46.9s 525: total: 25.3s remaining: 46.8s 526: total: 25.3s remaining: 46.8s 527: total: 25.4s remaining: 46.8s 528: total: 25.4s remaining: 46.7s 529: total: 25.5s remaining: 46.7s 530: total: 25.6s remaining: 46.7s 531: total: 25.6s remaining: 46.6s 532: total: 25.7s remaining: 46.5s 533: total: 25.7s remaining: 46.5s 534: total: 25.7s remaining: 46.4s 535: total: 25.8s remaining: 46.4s 536: total: 25.9s remaining: 46.4s 537: total: 25.9s remaining: 46.3s 538: total: 26s remaining: 46.3s 539: total: 26s remaining: 46.2s 540: total: 26.1s remaining: 46.2s 541: total: 26.1s remaining: 46.2s 542: total: 26.2s remaining: 46.1s 543: total: 26.2s remaining: 46s 544: total: 26.3s remaining: 46s 545: total: 26.3s remaining: 45.9s 546: total: 26.3s remaining: 45.9s 547: total: 26.4s remaining: 45.8s 548: total: 26.4s remaining: 45.8s 549: total: 26.5s remaining: 45.7s 550: total: 26.5s remaining: 45.7s 551: total: 26.6s remaining: 45.7s 552: total: 26.6s remaining: 45.6s 553: total: 26.7s remaining: 45.6s 554: total: 26.7s remaining: 45.5s 555: total: 26.8s remaining: 45.5s 556: total: 26.8s remaining: 45.4s 557: total: 26.9s remaining: 45.4s 558: total: 26.9s remaining: 45.3s 559: total: 27s remaining: 45.3s 560: total: 27s remaining: 45.2s 561: total: 27s remaining: 45.1s 562: total: 27.1s remaining: 45.1s 563: total: 27.1s remaining: 45s 564: total: 27.2s remaining: 45s 565: total: 27.2s remaining: 44.9s 566: total: 27.2s remaining: 44.8s 567: total: 27.3s remaining: 44.8s 568: total: 27.3s remaining: 44.7s 569: total: 27.4s remaining: 44.7s 570: total: 27.4s remaining: 44.6s 571: total: 27.5s remaining: 44.6s 572: total: 27.5s remaining: 44.6s 573: total: 27.6s remaining: 44.5s 574: total: 27.6s remaining: 44.5s 575: total: 27.7s remaining: 44.4s 576: total: 27.7s remaining: 44.4s 577: total: 27.8s remaining: 44.3s 578: total: 27.8s remaining: 44.3s 579: total: 27.9s remaining: 44.2s 580: total: 27.9s remaining: 44.2s 581: total: 28s remaining: 44.1s 582: total: 28s remaining: 44.1s 583: total: 28.1s remaining: 44s 584: total: 28.1s remaining: 44s 585: total: 28.1s remaining: 43.9s 586: total: 28.2s remaining: 43.8s 587: total: 28.2s remaining: 43.8s 588: total: 28.3s remaining: 43.8s 589: total: 28.3s remaining: 43.7s 590: total: 28.4s remaining: 43.7s 591: total: 28.5s remaining: 43.6s 592: total: 28.5s remaining: 43.6s 593: total: 28.5s remaining: 43.5s 594: total: 28.6s remaining: 43.5s 595: total: 28.6s remaining: 43.4s 596: total: 28.7s remaining: 43.4s 597: total: 28.7s remaining: 43.3s 598: total: 28.8s remaining: 43.3s 599: total: 28.8s remaining: 43.2s 600: total: 28.9s remaining: 43.2s 601: total: 28.9s remaining: 43.1s 602: total: 28.9s remaining: 43s 603: total: 29s remaining: 43s 604: total: 29s remaining: 42.9s 605: total: 29.1s remaining: 42.9s 606: total: 29.1s remaining: 42.9s 607: total: 29.2s remaining: 42.8s 608: total: 29.2s remaining: 42.8s 609: total: 29.3s remaining: 42.7s 610: total: 29.3s remaining: 42.6s 611: total: 29.4s remaining: 42.6s 612: total: 29.4s remaining: 42.5s 613: total: 29.4s remaining: 42.5s 614: total: 29.5s remaining: 42.4s 615: total: 29.5s remaining: 42.4s 616: total: 29.6s remaining: 42.3s 617: total: 29.6s remaining: 42.3s 618: total: 29.7s remaining: 42.2s 619: total: 29.7s remaining: 42.2s 620: total: 29.8s remaining: 42.1s 621: total: 29.8s remaining: 42.1s 622: total: 29.8s remaining: 42s 623: total: 29.9s remaining: 41.9s 624: total: 29.9s remaining: 41.8s 625: total: 29.9s remaining: 41.8s 626: total: 30s remaining: 41.7s 627: total: 30s remaining: 41.7s 628: total: 30.1s remaining: 41.6s 629: total: 30.1s remaining: 41.6s 630: total: 30.1s remaining: 41.5s 631: total: 30.2s remaining: 41.4s 632: total: 30.2s remaining: 41.4s 633: total: 30.2s remaining: 41.3s 634: total: 30.3s remaining: 41.3s 635: total: 30.3s remaining: 41.2s 636: total: 30.4s remaining: 41.2s 637: total: 30.4s remaining: 41.1s 638: total: 30.5s remaining: 41.1s 639: total: 30.5s remaining: 41s 640: total: 30.5s remaining: 40.9s 641: total: 30.6s remaining: 40.9s 642: total: 30.6s remaining: 40.8s 643: total: 30.7s remaining: 40.8s 644: total: 30.7s remaining: 40.8s 645: total: 30.8s remaining: 40.7s 646: total: 30.8s remaining: 40.6s 647: total: 30.9s remaining: 40.6s 648: total: 30.9s remaining: 40.6s 649: total: 31s remaining: 40.5s 650: total: 31s remaining: 40.4s 651: total: 31s remaining: 40.4s 652: total: 31.1s remaining: 40.3s 653: total: 31.1s remaining: 40.3s 654: total: 31.2s remaining: 40.2s 655: total: 31.2s remaining: 40.2s 656: total: 31.3s remaining: 40.1s 657: total: 31.3s remaining: 40.1s 658: total: 31.4s remaining: 40s 659: total: 31.4s remaining: 40s 660: total: 31.5s remaining: 39.9s 661: total: 31.5s remaining: 39.9s 662: total: 31.5s remaining: 39.8s 663: total: 31.6s remaining: 39.8s 664: total: 31.6s remaining: 39.7s 665: total: 31.7s remaining: 39.7s 666: total: 31.7s remaining: 39.6s 667: total: 31.8s remaining: 39.6s 668: total: 31.8s remaining: 39.5s 669: total: 31.9s remaining: 39.5s 670: total: 31.9s remaining: 39.4s 671: total: 31.9s remaining: 39.4s 672: total: 32s remaining: 39.3s 673: total: 32s remaining: 39.2s 674: total: 32.1s remaining: 39.2s 675: total: 32.1s remaining: 39.2s 676: total: 32.2s remaining: 39.1s 677: total: 32.2s remaining: 39s 678: total: 32.2s remaining: 39s 679: total: 32.3s remaining: 38.9s 680: total: 32.3s remaining: 38.9s 681: total: 32.4s remaining: 38.8s 682: total: 32.4s remaining: 38.7s 683: total: 32.4s remaining: 38.7s 684: total: 32.5s remaining: 38.6s 685: total: 32.5s remaining: 38.6s 686: total: 32.6s remaining: 38.5s 687: total: 32.6s remaining: 38.5s 688: total: 32.6s remaining: 38.4s 689: total: 32.7s remaining: 38.4s 690: total: 32.7s remaining: 38.3s 691: total: 32.8s remaining: 38.3s 692: total: 32.8s remaining: 38.2s 693: total: 32.9s remaining: 38.2s 694: total: 32.9s remaining: 38.1s 695: total: 32.9s remaining: 38s 696: total: 33s remaining: 38s 697: total: 33s remaining: 38s 698: total: 33.1s remaining: 37.9s 699: total: 33.1s remaining: 37.8s 700: total: 33.2s remaining: 37.8s 701: total: 33.2s remaining: 37.7s 702: total: 33.2s remaining: 37.7s 703: total: 33.3s remaining: 37.6s 704: total: 33.3s remaining: 37.6s 705: total: 33.4s remaining: 37.5s 706: total: 33.4s remaining: 37.5s 707: total: 33.5s remaining: 37.4s 708: total: 33.5s remaining: 37.4s 709: total: 33.6s remaining: 37.3s 710: total: 33.6s remaining: 37.3s 711: total: 33.6s remaining: 37.2s 712: total: 33.7s remaining: 37.2s 713: total: 33.7s remaining: 37.1s 714: total: 33.8s remaining: 37.1s 715: total: 33.8s remaining: 37s 716: total: 33.9s remaining: 37s 717: total: 33.9s remaining: 36.9s 718: total: 33.9s remaining: 36.9s 719: total: 34s remaining: 36.8s 720: total: 34s remaining: 36.8s 721: total: 34.1s remaining: 36.7s 722: total: 34.1s remaining: 36.6s 723: total: 34.1s remaining: 36.6s 724: total: 34.2s remaining: 36.6s 725: total: 34.3s remaining: 36.6s 726: total: 34.3s remaining: 36.5s 727: total: 34.4s remaining: 36.4s 728: total: 34.4s remaining: 36.4s 729: total: 34.5s remaining: 36.3s 730: total: 34.5s remaining: 36.3s 731: total: 34.5s remaining: 36.2s 732: total: 34.6s remaining: 36.2s 733: total: 34.6s remaining: 36.1s 734: total: 34.7s remaining: 36.1s 735: total: 34.7s remaining: 36.1s 736: total: 34.8s remaining: 36s 737: total: 34.8s remaining: 35.9s 738: total: 34.9s remaining: 35.9s 739: total: 34.9s remaining: 35.9s 740: total: 34.9s remaining: 35.8s 741: total: 35s remaining: 35.7s 742: total: 35s remaining: 35.7s 743: total: 35.1s remaining: 35.6s 744: total: 35.1s remaining: 35.6s 745: total: 35.1s remaining: 35.5s 746: total: 35.2s remaining: 35.5s 747: total: 35.2s remaining: 35.4s 748: total: 35.3s remaining: 35.4s 749: total: 35.3s remaining: 35.3s 750: total: 35.4s remaining: 35.3s 751: total: 35.4s remaining: 35.2s 752: total: 35.5s remaining: 35.2s 753: total: 35.5s remaining: 35.1s 754: total: 35.5s remaining: 35.1s 755: total: 35.6s remaining: 35s 756: total: 35.6s remaining: 34.9s 757: total: 35.6s remaining: 34.9s 758: total: 35.7s remaining: 34.8s 759: total: 35.7s remaining: 34.8s 760: total: 35.8s remaining: 34.7s 761: total: 35.8s remaining: 34.7s 762: total: 35.8s remaining: 34.6s 763: total: 35.9s remaining: 34.6s 764: total: 35.9s remaining: 34.5s 765: total: 36s remaining: 34.5s 766: total: 36s remaining: 34.4s 767: total: 36s remaining: 34.3s 768: total: 36.1s remaining: 34.3s 769: total: 36.1s remaining: 34.2s 770: total: 36.1s remaining: 34.2s 771: total: 36.2s remaining: 34.1s 772: total: 36.2s remaining: 34.1s 773: total: 36.3s remaining: 34s 774: total: 36.3s remaining: 34s 775: total: 36.3s remaining: 33.9s 776: total: 36.4s remaining: 33.9s 777: total: 36.4s remaining: 33.8s 778: total: 36.5s remaining: 33.8s 779: total: 36.5s remaining: 33.7s 780: total: 36.6s remaining: 33.7s 781: total: 36.6s remaining: 33.6s 782: total: 36.7s remaining: 33.6s 783: total: 36.7s remaining: 33.5s 784: total: 36.8s remaining: 33.5s 785: total: 36.8s remaining: 33.4s 786: total: 36.8s remaining: 33.4s 787: total: 36.9s remaining: 33.3s 788: total: 36.9s remaining: 33.3s 789: total: 37s remaining: 33.2s 790: total: 37s remaining: 33.2s 791: total: 37.1s remaining: 33.1s 792: total: 37.1s remaining: 33.1s 793: total: 37.2s remaining: 33s 794: total: 37.2s remaining: 33s 795: total: 37.2s remaining: 32.9s 796: total: 37.3s remaining: 32.9s 797: total: 37.4s remaining: 32.9s 798: total: 37.4s remaining: 32.8s 799: total: 37.5s remaining: 32.8s 800: total: 37.5s remaining: 32.7s 801: total: 37.5s remaining: 32.7s 802: total: 37.6s remaining: 32.6s 803: total: 37.6s remaining: 32.6s 804: total: 37.7s remaining: 32.5s 805: total: 37.7s remaining: 32.5s 806: total: 37.8s remaining: 32.4s 807: total: 37.8s remaining: 32.4s 808: total: 37.8s remaining: 32.3s 809: total: 37.9s remaining: 32.3s 810: total: 37.9s remaining: 32.2s 811: total: 38s remaining: 32.2s 812: total: 38s remaining: 32.1s 813: total: 38.1s remaining: 32.1s 814: total: 38.1s remaining: 32s 815: total: 38.1s remaining: 32s 816: total: 38.2s remaining: 31.9s 817: total: 38.3s remaining: 31.9s 818: total: 38.3s remaining: 31.8s 819: total: 38.3s remaining: 31.8s 820: total: 38.4s remaining: 31.8s 821: total: 38.5s remaining: 31.7s 822: total: 38.5s remaining: 31.7s 823: total: 38.5s remaining: 31.6s 824: total: 38.6s remaining: 31.6s 825: total: 38.6s remaining: 31.5s 826: total: 38.7s remaining: 31.5s 827: total: 38.7s remaining: 31.4s 828: total: 38.8s remaining: 31.4s 829: total: 38.8s remaining: 31.3s 830: total: 38.9s remaining: 31.3s 831: total: 38.9s remaining: 31.3s 832: total: 39s remaining: 31.2s 833: total: 39s remaining: 31.1s 834: total: 39.1s remaining: 31.1s 835: total: 39.1s remaining: 31.1s 836: total: 39.2s remaining: 31s 837: total: 39.2s remaining: 31s 838: total: 39.3s remaining: 30.9s 839: total: 39.3s remaining: 30.9s 840: total: 39.3s remaining: 30.8s 841: total: 39.4s remaining: 30.8s 842: total: 39.4s remaining: 30.7s 843: total: 39.5s remaining: 30.7s 844: total: 39.5s remaining: 30.7s 845: total: 39.6s remaining: 30.6s 846: total: 39.7s remaining: 30.6s 847: total: 39.7s remaining: 30.5s 848: total: 39.7s remaining: 30.5s 849: total: 39.8s remaining: 30.4s 850: total: 39.8s remaining: 30.4s 851: total: 39.9s remaining: 30.3s 852: total: 40s remaining: 30.3s 853: total: 40s remaining: 30.3s 854: total: 40.1s remaining: 30.2s 855: total: 40.1s remaining: 30.2s 856: total: 40.1s remaining: 30.1s 857: total: 40.2s remaining: 30.1s 858: total: 40.3s remaining: 30s 859: total: 40.3s remaining: 30s 860: total: 40.3s remaining: 29.9s 861: total: 40.4s remaining: 29.9s 862: total: 40.4s remaining: 29.8s 863: total: 40.5s remaining: 29.8s 864: total: 40.5s remaining: 29.8s 865: total: 40.6s remaining: 29.7s 866: total: 40.6s remaining: 29.7s 867: total: 40.7s remaining: 29.6s 868: total: 40.7s remaining: 29.5s 869: total: 40.7s remaining: 29.5s 870: total: 40.8s remaining: 29.5s 871: total: 40.8s remaining: 29.4s 872: total: 40.9s remaining: 29.3s 873: total: 40.9s remaining: 29.3s 874: total: 41s remaining: 29.3s 875: total: 41s remaining: 29.2s 876: total: 41.1s remaining: 29.2s 877: total: 41.1s remaining: 29.1s 878: total: 41.2s remaining: 29.1s 879: total: 41.3s remaining: 29.1s 880: total: 41.3s remaining: 29s 881: total: 41.4s remaining: 29s 882: total: 41.4s remaining: 29s 883: total: 41.5s remaining: 28.9s 884: total: 41.6s remaining: 28.9s 885: total: 41.6s remaining: 28.8s 886: total: 41.7s remaining: 28.8s 887: total: 41.8s remaining: 28.8s 888: total: 41.8s remaining: 28.8s 889: total: 41.9s remaining: 28.7s 890: total: 42s remaining: 28.7s 891: total: 42.1s remaining: 28.7s 892: total: 42.1s remaining: 28.6s 893: total: 42.2s remaining: 28.6s 894: total: 42.3s remaining: 28.6s 895: total: 42.3s remaining: 28.5s 896: total: 42.4s remaining: 28.5s 897: total: 42.4s remaining: 28.4s 898: total: 42.5s remaining: 28.4s 899: total: 42.5s remaining: 28.3s 900: total: 42.6s remaining: 28.3s 901: total: 42.6s remaining: 28.2s 902: total: 42.6s remaining: 28.2s 903: total: 42.7s remaining: 28.1s 904: total: 42.7s remaining: 28.1s 905: total: 42.8s remaining: 28.1s 906: total: 42.8s remaining: 28s 907: total: 42.9s remaining: 28s 908: total: 42.9s remaining: 27.9s 909: total: 43s remaining: 27.9s 910: total: 43s remaining: 27.8s 911: total: 43s remaining: 27.8s 912: total: 43.1s remaining: 27.7s 913: total: 43.2s remaining: 27.7s 914: total: 43.2s remaining: 27.6s 915: total: 43.2s remaining: 27.6s 916: total: 43.3s remaining: 27.5s 917: total: 43.3s remaining: 27.5s 918: total: 43.4s remaining: 27.4s 919: total: 43.4s remaining: 27.4s 920: total: 43.4s remaining: 27.3s 921: total: 43.5s remaining: 27.3s 922: total: 43.5s remaining: 27.2s 923: total: 43.6s remaining: 27.2s 924: total: 43.6s remaining: 27.1s 925: total: 43.7s remaining: 27.1s 926: total: 43.7s remaining: 27s 927: total: 43.7s remaining: 26.9s 928: total: 43.8s remaining: 26.9s 929: total: 43.8s remaining: 26.8s 930: total: 43.9s remaining: 26.8s 931: total: 43.9s remaining: 26.8s 932: total: 43.9s remaining: 26.7s 933: total: 44s remaining: 26.6s 934: total: 44s remaining: 26.6s 935: total: 44s remaining: 26.5s 936: total: 44.1s remaining: 26.5s 937: total: 44.1s remaining: 26.4s 938: total: 44.1s remaining: 26.4s 939: total: 44.2s remaining: 26.3s 940: total: 44.2s remaining: 26.3s 941: total: 44.3s remaining: 26.2s 942: total: 44.3s remaining: 26.2s 943: total: 44.4s remaining: 26.1s 944: total: 44.4s remaining: 26.1s 945: total: 44.5s remaining: 26s 946: total: 44.5s remaining: 26s 947: total: 44.5s remaining: 25.9s 948: total: 44.6s remaining: 25.9s 949: total: 44.6s remaining: 25.8s 950: total: 44.7s remaining: 25.8s 951: total: 44.7s remaining: 25.7s 952: total: 44.7s remaining: 25.7s 953: total: 44.8s remaining: 25.6s 954: total: 44.8s remaining: 25.6s 955: total: 44.9s remaining: 25.5s 956: total: 44.9s remaining: 25.5s 957: total: 44.9s remaining: 25.4s 958: total: 45s remaining: 25.4s 959: total: 45s remaining: 25.3s 960: total: 45.1s remaining: 25.3s 961: total: 45.1s remaining: 25.2s 962: total: 45.1s remaining: 25.2s 963: total: 45.2s remaining: 25.1s 964: total: 45.2s remaining: 25.1s 965: total: 45.3s remaining: 25s 966: total: 45.3s remaining: 25s 967: total: 45.3s remaining: 24.9s 968: total: 45.3s remaining: 24.9s 969: total: 45.4s remaining: 24.8s 970: total: 45.5s remaining: 24.8s 971: total: 45.5s remaining: 24.7s 972: total: 45.5s remaining: 24.7s 973: total: 45.6s remaining: 24.6s 974: total: 45.6s remaining: 24.6s 975: total: 45.7s remaining: 24.5s 976: total: 45.7s remaining: 24.5s 977: total: 45.8s remaining: 24.4s 978: total: 45.8s remaining: 24.4s 979: total: 45.9s remaining: 24.3s 980: total: 45.9s remaining: 24.3s 981: total: 45.9s remaining: 24.2s 982: total: 46s remaining: 24.2s 983: total: 46s remaining: 24.1s 984: total: 46s remaining: 24.1s 985: total: 46.1s remaining: 24s 986: total: 46.1s remaining: 24s 987: total: 46.2s remaining: 23.9s 988: total: 46.2s remaining: 23.9s 989: total: 46.2s remaining: 23.8s 990: total: 46.3s remaining: 23.8s 991: total: 46.3s remaining: 23.7s 992: total: 46.4s remaining: 23.7s 993: total: 46.5s remaining: 23.7s 994: total: 46.5s remaining: 23.6s 995: total: 46.5s remaining: 23.6s 996: total: 46.6s remaining: 23.5s 997: total: 46.6s remaining: 23.5s 998: total: 46.7s remaining: 23.4s 999: total: 46.7s remaining: 23.4s 1000: total: 46.8s remaining: 23.3s 1001: total: 46.8s remaining: 23.3s 1002: total: 46.9s remaining: 23.2s 1003: total: 46.9s remaining: 23.2s 1004: total: 47s remaining: 23.1s 1005: total: 47s remaining: 23.1s 1006: total: 47s remaining: 23s 1007: total: 47.1s remaining: 23s 1008: total: 47.1s remaining: 22.9s 1009: total: 47.2s remaining: 22.9s 1010: total: 47.2s remaining: 22.8s 1011: total: 47.2s remaining: 22.8s 1012: total: 47.3s remaining: 22.7s 1013: total: 47.3s remaining: 22.7s 1014: total: 47.4s remaining: 22.6s 1015: total: 47.4s remaining: 22.6s 1016: total: 47.4s remaining: 22.5s 1017: total: 47.5s remaining: 22.5s 1018: total: 47.5s remaining: 22.4s 1019: total: 47.5s remaining: 22.4s 1020: total: 47.6s remaining: 22.3s 1021: total: 47.6s remaining: 22.3s 1022: total: 47.7s remaining: 22.2s 1023: total: 47.7s remaining: 22.2s 1024: total: 47.7s remaining: 22.1s 1025: total: 47.8s remaining: 22.1s 1026: total: 47.8s remaining: 22s 1027: total: 47.9s remaining: 22s 1028: total: 47.9s remaining: 21.9s 1029: total: 47.9s remaining: 21.9s 1030: total: 48s remaining: 21.8s 1031: total: 48s remaining: 21.8s 1032: total: 48s remaining: 21.7s 1033: total: 48.1s remaining: 21.7s 1034: total: 48.1s remaining: 21.6s 1035: total: 48.1s remaining: 21.6s 1036: total: 48.2s remaining: 21.5s 1037: total: 48.2s remaining: 21.5s 1038: total: 48.3s remaining: 21.4s 1039: total: 48.3s remaining: 21.4s 1040: total: 48.4s remaining: 21.3s 1041: total: 48.4s remaining: 21.3s 1042: total: 48.4s remaining: 21.2s 1043: total: 48.5s remaining: 21.2s 1044: total: 48.6s remaining: 21.1s 1045: total: 48.6s remaining: 21.1s 1046: total: 48.7s remaining: 21.1s 1047: total: 48.7s remaining: 21s 1048: total: 48.7s remaining: 20.9s 1049: total: 48.8s remaining: 20.9s 1050: total: 48.8s remaining: 20.9s 1051: total: 48.9s remaining: 20.8s 1052: total: 48.9s remaining: 20.8s 1053: total: 48.9s remaining: 20.7s 1054: total: 49s remaining: 20.6s 1055: total: 49s remaining: 20.6s 1056: total: 49s remaining: 20.5s 1057: total: 49.1s remaining: 20.5s 1058: total: 49.1s remaining: 20.4s 1059: total: 49.1s remaining: 20.4s 1060: total: 49.2s remaining: 20.3s 1061: total: 49.2s remaining: 20.3s 1062: total: 49.3s remaining: 20.2s 1063: total: 49.3s remaining: 20.2s 1064: total: 49.3s remaining: 20.1s 1065: total: 49.4s remaining: 20.1s 1066: total: 49.4s remaining: 20.1s 1067: total: 49.5s remaining: 20s 1068: total: 49.5s remaining: 20s 1069: total: 49.5s remaining: 19.9s 1070: total: 49.6s remaining: 19.9s 1071: total: 49.6s remaining: 19.8s 1072: total: 49.7s remaining: 19.8s 1073: total: 49.7s remaining: 19.7s 1074: total: 49.7s remaining: 19.7s 1075: total: 49.8s remaining: 19.6s 1076: total: 49.8s remaining: 19.6s 1077: total: 49.9s remaining: 19.5s 1078: total: 49.9s remaining: 19.5s 1079: total: 49.9s remaining: 19.4s 1080: total: 50s remaining: 19.4s 1081: total: 50s remaining: 19.3s 1082: total: 50.1s remaining: 19.3s 1083: total: 50.1s remaining: 19.2s 1084: total: 50.2s remaining: 19.2s 1085: total: 50.2s remaining: 19.1s 1086: total: 50.3s remaining: 19.1s 1087: total: 50.3s remaining: 19.1s 1088: total: 50.4s remaining: 19s 1089: total: 50.4s remaining: 19s 1090: total: 50.4s remaining: 18.9s 1091: total: 50.5s remaining: 18.9s 1092: total: 50.5s remaining: 18.8s 1093: total: 50.5s remaining: 18.8s 1094: total: 50.6s remaining: 18.7s 1095: total: 50.6s remaining: 18.7s 1096: total: 50.7s remaining: 18.6s 1097: total: 50.7s remaining: 18.6s 1098: total: 50.8s remaining: 18.5s 1099: total: 50.8s remaining: 18.5s 1100: total: 50.8s remaining: 18.4s 1101: total: 50.9s remaining: 18.4s 1102: total: 50.9s remaining: 18.3s 1103: total: 50.9s remaining: 18.3s 1104: total: 51s remaining: 18.2s 1105: total: 51s remaining: 18.2s 1106: total: 51.1s remaining: 18.1s 1107: total: 51.1s remaining: 18.1s 1108: total: 51.2s remaining: 18s 1109: total: 51.2s remaining: 18s 1110: total: 51.2s remaining: 17.9s 1111: total: 51.3s remaining: 17.9s 1112: total: 51.3s remaining: 17.8s 1113: total: 51.4s remaining: 17.8s 1114: total: 51.4s remaining: 17.7s 1115: total: 51.4s remaining: 17.7s 1116: total: 51.4s remaining: 17.6s 1117: total: 51.5s remaining: 17.6s 1118: total: 51.5s remaining: 17.5s 1119: total: 51.6s remaining: 17.5s 1120: total: 51.6s remaining: 17.4s 1121: total: 51.6s remaining: 17.4s 1122: total: 51.7s remaining: 17.3s 1123: total: 51.7s remaining: 17.3s 1124: total: 51.8s remaining: 17.3s 1125: total: 51.8s remaining: 17.2s 1126: total: 51.8s remaining: 17.2s 1127: total: 51.9s remaining: 17.1s 1128: total: 51.9s remaining: 17.1s 1129: total: 52s remaining: 17s 1130: total: 52s remaining: 17s 1131: total: 52s remaining: 16.9s 1132: total: 52.1s remaining: 16.9s 1133: total: 52.1s remaining: 16.8s 1134: total: 52.2s remaining: 16.8s 1135: total: 52.2s remaining: 16.7s 1136: total: 52.2s remaining: 16.7s 1137: total: 52.3s remaining: 16.6s 1138: total: 52.3s remaining: 16.6s 1139: total: 52.4s remaining: 16.5s 1140: total: 52.4s remaining: 16.5s 1141: total: 52.4s remaining: 16.4s 1142: total: 52.5s remaining: 16.4s 1143: total: 52.5s remaining: 16.3s 1144: total: 52.5s remaining: 16.3s 1145: total: 52.6s remaining: 16.2s 1146: total: 52.6s remaining: 16.2s 1147: total: 52.7s remaining: 16.2s 1148: total: 52.7s remaining: 16.1s 1149: total: 52.8s remaining: 16.1s 1150: total: 52.8s remaining: 16s 1151: total: 52.9s remaining: 16s 1152: total: 52.9s remaining: 15.9s 1153: total: 52.9s remaining: 15.9s 1154: total: 53s remaining: 15.8s 1155: total: 53s remaining: 15.8s 1156: total: 53.1s remaining: 15.7s 1157: total: 53.1s remaining: 15.7s 1158: total: 53.2s remaining: 15.6s 1159: total: 53.2s remaining: 15.6s 1160: total: 53.3s remaining: 15.6s 1161: total: 53.3s remaining: 15.5s 1162: total: 53.3s remaining: 15.5s 1163: total: 53.4s remaining: 15.4s 1164: total: 53.4s remaining: 15.4s 1165: total: 53.5s remaining: 15.3s 1166: total: 53.5s remaining: 15.3s 1167: total: 53.5s remaining: 15.2s 1168: total: 53.6s remaining: 15.2s 1169: total: 53.6s remaining: 15.1s 1170: total: 53.7s remaining: 15.1s 1171: total: 53.7s remaining: 15s 1172: total: 53.7s remaining: 15s 1173: total: 53.8s remaining: 14.9s 1174: total: 53.8s remaining: 14.9s 1175: total: 53.9s remaining: 14.8s 1176: total: 53.9s remaining: 14.8s 1177: total: 54s remaining: 14.8s 1178: total: 54s remaining: 14.7s 1179: total: 54.1s remaining: 14.7s 1180: total: 54.2s remaining: 14.6s 1181: total: 54.2s remaining: 14.6s 1182: total: 54.3s remaining: 14.5s 1183: total: 54.3s remaining: 14.5s 1184: total: 54.3s remaining: 14.4s 1185: total: 54.4s remaining: 14.4s 1186: total: 54.4s remaining: 14.4s 1187: total: 54.5s remaining: 14.3s 1188: total: 54.5s remaining: 14.3s 1189: total: 54.6s remaining: 14.2s 1190: total: 54.6s remaining: 14.2s 1191: total: 54.7s remaining: 14.1s 1192: total: 54.7s remaining: 14.1s 1193: total: 54.8s remaining: 14s 1194: total: 54.8s remaining: 14s 1195: total: 54.9s remaining: 13.9s 1196: total: 54.9s remaining: 13.9s 1197: total: 55s remaining: 13.9s 1198: total: 55s remaining: 13.8s 1199: total: 55s remaining: 13.8s 1200: total: 55.1s remaining: 13.7s 1201: total: 55.1s remaining: 13.7s 1202: total: 55.2s remaining: 13.6s 1203: total: 55.2s remaining: 13.6s 1204: total: 55.3s remaining: 13.5s 1205: total: 55.3s remaining: 13.5s 1206: total: 55.4s remaining: 13.4s 1207: total: 55.4s remaining: 13.4s 1208: total: 55.5s remaining: 13.3s 1209: total: 55.5s remaining: 13.3s 1210: total: 55.5s remaining: 13.3s 1211: total: 55.6s remaining: 13.2s 1212: total: 55.6s remaining: 13.2s 1213: total: 55.7s remaining: 13.1s 1214: total: 55.8s remaining: 13.1s 1215: total: 55.8s remaining: 13s 1216: total: 55.9s remaining: 13s 1217: total: 55.9s remaining: 12.9s 1218: total: 56s remaining: 12.9s 1219: total: 56s remaining: 12.9s 1220: total: 56s remaining: 12.8s 1221: total: 56.1s remaining: 12.8s 1222: total: 56.1s remaining: 12.7s 1223: total: 56.2s remaining: 12.7s 1224: total: 56.2s remaining: 12.6s 1225: total: 56.3s remaining: 12.6s 1226: total: 56.3s remaining: 12.5s 1227: total: 56.4s remaining: 12.5s 1228: total: 56.4s remaining: 12.4s 1229: total: 56.5s remaining: 12.4s 1230: total: 56.5s remaining: 12.4s 1231: total: 56.6s remaining: 12.3s 1232: total: 56.6s remaining: 12.3s 1233: total: 56.7s remaining: 12.2s 1234: total: 56.7s remaining: 12.2s 1235: total: 56.8s remaining: 12.1s 1236: total: 56.8s remaining: 12.1s 1237: total: 56.9s remaining: 12s 1238: total: 56.9s remaining: 12s 1239: total: 57s remaining: 11.9s 1240: total: 57s remaining: 11.9s 1241: total: 57.1s remaining: 11.9s 1242: total: 57.1s remaining: 11.8s 1243: total: 57.2s remaining: 11.8s 1244: total: 57.2s remaining: 11.7s 1245: total: 57.2s remaining: 11.7s 1246: total: 57.3s remaining: 11.6s 1247: total: 57.3s remaining: 11.6s 1248: total: 57.4s remaining: 11.5s 1249: total: 57.4s remaining: 11.5s 1250: total: 57.5s remaining: 11.4s 1251: total: 57.5s remaining: 11.4s 1252: total: 57.5s remaining: 11.3s 1253: total: 57.6s remaining: 11.3s 1254: total: 57.6s remaining: 11.3s 1255: total: 57.7s remaining: 11.2s 1256: total: 57.7s remaining: 11.2s 1257: total: 57.8s remaining: 11.1s 1258: total: 57.9s remaining: 11.1s 1259: total: 57.9s remaining: 11s 1260: total: 58s remaining: 11s 1261: total: 58s remaining: 10.9s 1262: total: 58.1s remaining: 10.9s 1263: total: 58.1s remaining: 10.8s 1264: total: 58.2s remaining: 10.8s 1265: total: 58.2s remaining: 10.8s 1266: total: 58.2s remaining: 10.7s 1267: total: 58.3s remaining: 10.7s 1268: total: 58.4s remaining: 10.6s 1269: total: 58.4s remaining: 10.6s 1270: total: 58.5s remaining: 10.5s 1271: total: 58.5s remaining: 10.5s 1272: total: 58.5s remaining: 10.4s 1273: total: 58.6s remaining: 10.4s 1274: total: 58.6s remaining: 10.3s 1275: total: 58.7s remaining: 10.3s 1276: total: 58.7s remaining: 10.3s 1277: total: 58.8s remaining: 10.2s 1278: total: 58.8s remaining: 10.2s 1279: total: 58.9s remaining: 10.1s 1280: total: 58.9s remaining: 10.1s 1281: total: 59s remaining: 10s 1282: total: 59s remaining: 9.98s 1283: total: 59.1s remaining: 9.94s 1284: total: 59.1s remaining: 9.89s 1285: total: 59.2s remaining: 9.84s 1286: total: 59.2s remaining: 9.8s 1287: total: 59.3s remaining: 9.75s 1288: total: 59.3s remaining: 9.71s 1289: total: 59.3s remaining: 9.66s 1290: total: 59.4s remaining: 9.62s 1291: total: 59.4s remaining: 9.57s 1292: total: 59.5s remaining: 9.52s 1293: total: 59.5s remaining: 9.48s 1294: total: 59.6s remaining: 9.43s 1295: total: 59.6s remaining: 9.38s 1296: total: 59.7s remaining: 9.34s 1297: total: 59.7s remaining: 9.29s 1298: total: 59.8s remaining: 9.25s 1299: total: 59.8s remaining: 9.2s 1300: total: 59.9s remaining: 9.16s 1301: total: 59.9s remaining: 9.11s 1302: total: 60s remaining: 9.06s 1303: total: 1m remaining: 9.02s 1304: total: 1m remaining: 8.97s 1305: total: 1m remaining: 8.93s 1306: total: 1m remaining: 8.88s 1307: total: 1m remaining: 8.83s 1308: total: 1m remaining: 8.79s 1309: total: 1m remaining: 8.74s 1310: total: 1m remaining: 8.7s 1311: total: 1m remaining: 8.65s 1312: total: 1m remaining: 8.6s 1313: total: 1m remaining: 8.55s 1314: total: 1m remaining: 8.51s 1315: total: 1m remaining: 8.46s 1316: total: 1m remaining: 8.41s 1317: total: 1m remaining: 8.37s 1318: total: 1m remaining: 8.32s 1319: total: 1m remaining: 8.28s 1320: total: 1m remaining: 8.23s 1321: total: 1m remaining: 8.18s 1322: total: 1m remaining: 8.13s 1323: total: 1m remaining: 8.09s 1324: total: 1m remaining: 8.04s 1325: total: 1m remaining: 8s 1326: total: 1m remaining: 7.95s 1327: total: 1m 1s remaining: 7.9s 1328: total: 1m 1s remaining: 7.86s 1329: total: 1m 1s remaining: 7.81s 1330: total: 1m 1s remaining: 7.76s 1331: total: 1m 1s remaining: 7.71s 1332: total: 1m 1s remaining: 7.67s 1333: total: 1m 1s remaining: 7.62s 1334: total: 1m 1s remaining: 7.58s 1335: total: 1m 1s remaining: 7.53s 1336: total: 1m 1s remaining: 7.48s 1337: total: 1m 1s remaining: 7.43s 1338: total: 1m 1s remaining: 7.39s 1339: total: 1m 1s remaining: 7.34s 1340: total: 1m 1s remaining: 7.3s 1341: total: 1m 1s remaining: 7.25s 1342: total: 1m 1s remaining: 7.2s 1343: total: 1m 1s remaining: 7.16s 1344: total: 1m 1s remaining: 7.11s 1345: total: 1m 1s remaining: 7.07s 1346: total: 1m 1s remaining: 7.02s 1347: total: 1m 1s remaining: 6.97s 1348: total: 1m 1s remaining: 6.92s 1349: total: 1m 1s remaining: 6.88s 1350: total: 1m 1s remaining: 6.83s 1351: total: 1m 1s remaining: 6.79s 1352: total: 1m 2s remaining: 6.74s 1353: total: 1m 2s remaining: 6.69s 1354: total: 1m 2s remaining: 6.65s 1355: total: 1m 2s remaining: 6.6s 1356: total: 1m 2s remaining: 6.55s 1357: total: 1m 2s remaining: 6.51s 1358: total: 1m 2s remaining: 6.46s 1359: total: 1m 2s remaining: 6.42s 1360: total: 1m 2s remaining: 6.37s 1361: total: 1m 2s remaining: 6.32s 1362: total: 1m 2s remaining: 6.28s 1363: total: 1m 2s remaining: 6.23s 1364: total: 1m 2s remaining: 6.19s 1365: total: 1m 2s remaining: 6.14s 1366: total: 1m 2s remaining: 6.1s 1367: total: 1m 2s remaining: 6.05s 1368: total: 1m 2s remaining: 6s 1369: total: 1m 2s remaining: 5.96s 1370: total: 1m 2s remaining: 5.91s 1371: total: 1m 2s remaining: 5.87s 1372: total: 1m 2s remaining: 5.82s 1373: total: 1m 2s remaining: 5.77s 1374: total: 1m 2s remaining: 5.72s 1375: total: 1m 3s remaining: 5.68s 1376: total: 1m 3s remaining: 5.63s 1377: total: 1m 3s remaining: 5.58s 1378: total: 1m 3s remaining: 5.54s 1379: total: 1m 3s remaining: 5.49s 1380: total: 1m 3s remaining: 5.45s 1381: total: 1m 3s remaining: 5.4s 1382: total: 1m 3s remaining: 5.35s 1383: total: 1m 3s remaining: 5.3s 1384: total: 1m 3s remaining: 5.26s 1385: total: 1m 3s remaining: 5.21s 1386: total: 1m 3s remaining: 5.17s 1387: total: 1m 3s remaining: 5.12s 1388: total: 1m 3s remaining: 5.08s 1389: total: 1m 3s remaining: 5.03s 1390: total: 1m 3s remaining: 4.99s 1391: total: 1m 3s remaining: 4.94s 1392: total: 1m 3s remaining: 4.89s 1393: total: 1m 3s remaining: 4.85s 1394: total: 1m 3s remaining: 4.8s 1395: total: 1m 3s remaining: 4.75s 1396: total: 1m 3s remaining: 4.71s 1397: total: 1m 3s remaining: 4.67s 1398: total: 1m 3s remaining: 4.62s 1399: total: 1m 4s remaining: 4.57s 1400: total: 1m 4s remaining: 4.53s 1401: total: 1m 4s remaining: 4.48s 1402: total: 1m 4s remaining: 4.43s 1403: total: 1m 4s remaining: 4.39s 1404: total: 1m 4s remaining: 4.34s 1405: total: 1m 4s remaining: 4.3s 1406: total: 1m 4s remaining: 4.25s 1407: total: 1m 4s remaining: 4.21s 1408: total: 1m 4s remaining: 4.16s 1409: total: 1m 4s remaining: 4.12s 1410: total: 1m 4s remaining: 4.07s 1411: total: 1m 4s remaining: 4.02s 1412: total: 1m 4s remaining: 3.98s 1413: total: 1m 4s remaining: 3.93s 1414: total: 1m 4s remaining: 3.89s 1415: total: 1m 4s remaining: 3.84s 1416: total: 1m 4s remaining: 3.79s 1417: total: 1m 4s remaining: 3.75s 1418: total: 1m 4s remaining: 3.7s 1419: total: 1m 4s remaining: 3.66s 1420: total: 1m 4s remaining: 3.61s 1421: total: 1m 4s remaining: 3.56s 1422: total: 1m 5s remaining: 3.52s 1423: total: 1m 5s remaining: 3.47s 1424: total: 1m 5s remaining: 3.43s 1425: total: 1m 5s remaining: 3.38s 1426: total: 1m 5s remaining: 3.33s 1427: total: 1m 5s remaining: 3.29s 1428: total: 1m 5s remaining: 3.24s 1429: total: 1m 5s remaining: 3.2s 1430: total: 1m 5s remaining: 3.15s 1431: total: 1m 5s remaining: 3.1s 1432: total: 1m 5s remaining: 3.06s 1433: total: 1m 5s remaining: 3.01s 1434: total: 1m 5s remaining: 2.97s 1435: total: 1m 5s remaining: 2.92s 1436: total: 1m 5s remaining: 2.88s 1437: total: 1m 5s remaining: 2.83s 1438: total: 1m 5s remaining: 2.78s 1439: total: 1m 5s remaining: 2.74s 1440: total: 1m 5s remaining: 2.69s 1441: total: 1m 5s remaining: 2.65s 1442: total: 1m 5s remaining: 2.6s 1443: total: 1m 5s remaining: 2.55s 1444: total: 1m 5s remaining: 2.51s 1445: total: 1m 5s remaining: 2.46s 1446: total: 1m 6s remaining: 2.42s 1447: total: 1m 6s remaining: 2.37s 1448: total: 1m 6s remaining: 2.33s 1449: total: 1m 6s remaining: 2.28s 1450: total: 1m 6s remaining: 2.23s 1451: total: 1m 6s remaining: 2.19s 1452: total: 1m 6s remaining: 2.14s 1453: total: 1m 6s remaining: 2.1s 1454: total: 1m 6s remaining: 2.05s 1455: total: 1m 6s remaining: 2.01s 1456: total: 1m 6s remaining: 1.96s 1457: total: 1m 6s remaining: 1.92s 1458: total: 1m 6s remaining: 1.87s 1459: total: 1m 6s remaining: 1.82s 1460: total: 1m 6s remaining: 1.78s 1461: total: 1m 6s remaining: 1.73s 1462: total: 1m 6s remaining: 1.69s 1463: total: 1m 6s remaining: 1.64s 1464: total: 1m 6s remaining: 1.6s 1465: total: 1m 6s remaining: 1.55s 1466: total: 1m 6s remaining: 1.5s 1467: total: 1m 6s remaining: 1.46s 1468: total: 1m 7s remaining: 1.41s 1469: total: 1m 7s remaining: 1.37s 1470: total: 1m 7s remaining: 1.32s 1471: total: 1m 7s remaining: 1.28s 1472: total: 1m 7s remaining: 1.23s 1473: total: 1m 7s remaining: 1.19s 1474: total: 1m 7s remaining: 1.14s 1475: total: 1m 7s remaining: 1.09s 1476: total: 1m 7s remaining: 1.05s 1477: total: 1m 7s remaining: 1s 1478: total: 1m 7s remaining: 958ms 1479: total: 1m 7s remaining: 912ms 1480: total: 1m 7s remaining: 867ms 1481: total: 1m 7s remaining: 821ms 1482: total: 1m 7s remaining: 775ms 1483: total: 1m 7s remaining: 730ms 1484: total: 1m 7s remaining: 684ms 1485: total: 1m 7s remaining: 639ms 1486: total: 1m 7s remaining: 593ms 1487: total: 1m 7s remaining: 547ms 1488: total: 1m 7s remaining: 502ms 1489: total: 1m 7s remaining: 456ms 1490: total: 1m 7s remaining: 410ms 1491: total: 1m 8s remaining: 365ms 1492: total: 1m 8s remaining: 319ms 1493: total: 1m 8s remaining: 274ms 1494: total: 1m 8s remaining: 228ms 1495: total: 1m 8s remaining: 182ms 1496: total: 1m 8s remaining: 137ms 1497: total: 1m 8s remaining: 91.2ms 1498: total: 1m 8s remaining: 45.6ms 1499: total: 1m 8s remaining: 0us [Voting] ...................... (4 of 4) Processing cat, total= 1.2min Voting Classifier model on the test set: 0.8531371081185577
# Display AUC ROC
probabilities_valid = final.predict_proba(X_test)
probabilities_one_valid = probabilities_valid[:, 1]
auc_roc = roc_auc_score(y_test, probabilities_one_valid)
print(auc_roc)
# ROC AUC curve of results
fpr, tpr, thresholds = roc_curve(y_test, probabilities_one_valid)
fig7 = px.area(
x=fpr, y=tpr,
title=f'ROC Curve (AUC={auc(fpr, tpr):.4f})',
labels=dict(x='False Positive Rate', y='True Positive Rate'),
width=800, height=600
)
fig7.add_shape(
type='line', line=dict(dash='dash'),
x0=0, x1=1, y0=0, y1=1
)
fig7.update_yaxes(scaleanchor="x", scaleratio=1)
fig7.update_xaxes(constrain='domain')
fig7.show()
0.9408955174768223
# fig7.write_html('figures/fig7.html')
# function for extracting feature importance of each model in voting classifier
def compute_feature_importance(voting_clf, weights):
""" Function to compute feature importance of Voting Classifier """
feature_importance = dict()
for est in voting_clf.estimators_:
feature_importance[str(est)] = est.feature_importances_
fe_scores = [0]*len(list(feature_importance.values())[0])
for idx, imp_score in enumerate(feature_importance.values()):
imp_score_with_weight = imp_score*weights[idx]
fe_scores = list(np.add(fe_scores, list(imp_score_with_weight)))
return fe_scores
# creating feature importance dataframe
fedf = pd.DataFrame()
fedf['Feature'] = X_train.columns
fedf['Feature Importance'] = compute_feature_importance(final, [1, 1, 1, 1])
fedf = fedf.sort_values('Feature Importance', ascending=False).head(10)
# voting classifier feature importance
fig8 = px.pie(fedf, names='Feature', values='Feature Importance', title='Top 10 Features', template='ggplot2')
fig8
# fig8.write_html('figures/fig8.html')
We succeeded in achieving our target AUC ROC score of 0.75. Our final score with the test set is 0.9409, which is roughly 25% more than our target. The boosting models generally had good scores with the training set, but to ensure a better score with the test set, we used a voting classifier. We also looked into the feature importance of the various models in our pipeline, and finally, the important features in our final model. We see that total charges and monthly charges are the most important features, followed by the time frame of the account opening with the year and month. It is reasonable to conclude features such as charges and the length of time a customer has had service, outweigh other factors such as demographics.
Therefore, Interconnect can utilize this model to predict churn. Alongside marketing strategies, the company can target customers likely to leave, and therefore implement strategies to prevent churn. They may also be interested in looking at trends in the charges of customers alongside the length of service, to periodically implement marketing strategies to prevent churn.
All steps of the final work plan were performed, yet we could have done without the K Means analysis, as the results of that model were difficult to interpret.
Since we used a voting classifier as our final model, we found it difficult to illustrate the inner workings of this black box model. Therefore, we did extensive research to write a code that could extract the feature importance of each model in the ensemble, and give the average feature importance as the overall summary of the model.
Key steps to a successful model and prediction were parsing the start dates into months and years. Furthermore, scaling the dataset and using SMOTE in the pipeline likely helped to achieve a good AUC-ROC score. The final model is a voting classifier with an AUC-ROC score of 0.9409. Choosing the voting classifier was a good decision, yet and XG Boost classifier may have been equally as good.